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Bitwarden CLI Compromised in Ongoing Checkmarx Supply Chain Campaign

Bitwarden CLI has been compromised as part of the newly discovered and ongoing Checkmarx supply chain campaign, according to new findings from Socket. "The affected package version appears to be @bitwarden/cli@2026.4.0, and the malicious code was published in 'bw1.js,' a file included in the package contents," the application security company said. "The attack appears to have leveraged a

ThreatsDay Bulletin: $290M DeFi Hack, macOS LotL Abuse, ProxySmart SIM Farms +25 New Stories

You scroll past one incident and see another that feels familiar, like it should have been fixed years ago, but it still works with small changes. Same bugs. Same mistakes. The supply chain is messy. Packages you did not check are stealing data, adding backdoors, and spreading. Attacking the systems behind apps is easier than breaking the apps themselves. The exploits are simple but still work

Google Search Console job data logging issue

Google has confirmed a bug with the Google Search Console performance reports that specifically impacts Β β€œJob listing” and β€œJob details” search appearance filter. Starting April 16th Google had an issue logging this data. So Google is reporting zero clicks and impressions for these jobs reports.

What Google said. Google wrote:

β€œA logging error is preventing Search Console from reporting impressions and clicks for β€œJob listing” and β€œJob details” Search appearance types from April 16, 2026 onward. We’re working to resolve this issue. This issue affects data logging only.”

Complaints. We first began noticing the complaints trickling in earlier this week, with several SEOs posting their concerns across social media.

@rustybrick Seems there is a bug in GSC where impressions and clicks for Google jobs traffic is being reported 0 since 16th, but traffic is still coming in via google_jobs_apply UTMhttps://t.co/0Ed28Jvzdjβ€” Max Peters (@maxjpeters) April 20, 2026

Why we care. If you noticed a drop in overall impressions and clicks, and then you dig in and find zero data from the job listings and details – then do not worry. This is a Google logging bug and it is on Google’s side.

Google is still likely listing your job listings and sending traffic but it is not being tracked properly in Search Console right now.

How to build an enterprise SEO strategy that actually gets buy-in

Building an Enterprise SEO strategy that lands

Most enterprise SEO strategies die in slide decks. Beautiful presentations, airtight data, and solid recommendations, all collecting dust because nobody bought in.Β 

I’ve watched it happen at companies with eight-figure marketing budgets. I’ve also watched a single SEO insight convince a company to create an entirely new business unit and make a multimillion-dollar investment.

The difference had nothing to do with the quality of the SEO work. I’ve spent 17 years finding out what it actually comes down to. Let me walk you through how to build an SEO strategy that gets the attention it deserves.

The two ways enterprise SEO strategies fail

Before I get into what works, let me talk about the two failure modes I see again and again.

Leadership expects SEO to work like PPC

The founder, CMO, or whoever the decision-maker is often doesn’t come from an SEO background or have experience standing up a successful organic program. Many come from performance marketing.

They expect SEO to behave like PPC: invest money on Tuesday, see results on Wednesday. When it doesn’t, they deprioritize the channel, which creates a death spiral. Less investment leads to worse results, which β€œconfirms” their bias that SEO doesn’t work.

SEO gets stuck in a silo

This one’s on us. SEO leaders who get too deep into the technical weeds, who can’t translate their work into business language, and who never get a seat at the table because they’re speaking a language nobody else in the room understands. They become consultants shouting into the void instead of strategic partners influencing decisions.

Both failure modes share the same root cause: a disconnect between what SEO can deliver and how the organization thinks about growth.

Lead with narrative, back with data

Most SEO leaders get this backwards. They walk into a meeting with the CEO armed with 40 slides of data: crawl reports, keyword rankings, and technical audits. Leadership doesn’t have time for that. They’re juggling a hundred priorities, and your data dump just became background noise.

Start with the story instead:

  • β€œHere’s the narrative.” 
  • β€œHere’s the opportunity.” 
  • β€œHere’s what I need from you to take us from A to B, and here’s how we’ll get there.” 

Then bring in the data to support the narrative.

The higher you go in your SEO career, the more critical it is to be a listener first. Before I present anything to a new CEO or CMO, I invest time in understanding their leadership style, the organization’s macro challenges, and what the top three enterprise goals are. Not SEO goals β€” enterprise goals.

Then I frame every recommendation through that lens: β€œAs an enterprise, our goal is X. Here’s how this recommendation gets us there.” When you do that, friction disappears. Nobody can argue against working toward a goal they already signed up for.

One tactic I’ve found consistently effective is anchoring conversations in competitor intelligence. Every CMO, every C-suite executive, cares deeply about competition.

When I show them, β€œHere’s what competitor A has been doing for five years, and here’s the market position it earned them. I’m not asking for five years, but I need a year, and that’s being five times more efficient than they were,” the conversation shifts.Β 

You’re no longer justifying SEO’s existence. You’re helping them win a competitive battle they already care about.

Retrofit your goals into their OKRs

Here’s the cross-functional playbook that has worked for me across multiple enterprises.

Your success at an enterprise depends on two teams: creative and engineering. But they have their own goals, their own KPIs, and their own OKRs. If you show up with a list of SEO requests, you’re just another stakeholder creating tickets.

Instead, I start by genuinely understanding what each team is trying to achieve β€” and I mean actually understanding it, not assuming. In my first month at any new company, I schedule 30-minute 1:1s with the leads of every team I’ll need to work with: product marketing, engineering, creative, brand, and analytics. I ask three questions:

  • What are your top two OKRs this quarter?Β 
  • What’s the biggest thing slowing you down?Β 
  • What does a win look like for you by year-end?

I don’t mention SEO once in those conversations. By the end of that listening tour, I have a map:

  • Product marketing wants revenue and retention.Β 
  • Engineering wants development velocity.Β 
  • Creative wants engagement metrics.Β 
  • Brand wants consistency.Β 

I know exactly how to position every SEO recommendation as a solution to something they already care about, in their language, toward their goals.

In my previous role, I worked closely with a product marketing manager on naming a new feature. My research showed that thousands of prospects were searching for a specific term every month. Instead of framing it as an SEO recommendation, I said:Β 

  • β€œIf you name this feature to match what people are already searching for, you’ll get free brand mentions, natural anchor text, and on-page relevance from day one. That directly hits your acquisition and retention target.” 

He got it immediately. That’s not an SEO win; it’s a product marketing win that SEO data enabled.

This approach transforms you from a requestor into a force multiplier. You’re helping them hit their goals. Now they want to listen to you.

Case study: Turning a sales insight into an SEO-driven business strategy

The best example I can give of enterprise SEO that drove real business impact came from a conversation I wasn’t even supposed to be part of.

Back in 2021, FreshBooks, my previous employer, was competing against a much larger incumbent, QuickBooks. Think David versus a Goliath with two times the feature set and more than a hundred times the budget.Β 

During a cross-functional meeting, I heard the director of sales mention that they were losing prospects at the finish line. The reason was that small business owners would get excited about the product, but ultimately defer to their accountant’s recommendation. And the accountants were all loyal to the incumbent.

This was a business problem, but I saw a search-driven solution. I proposed building a professional accountant directory on our domain β€” a searchable database of FreshBooks certified partner accountants organized by city. (The approach was inspired by two concepts: Eli Schwartz’s product-led SEO framework and Ross Simmonds’ idea of building an SEO moat: something only your brand can do.)

The domain already had strong authority. Keyword research showed significant search volume for terms like β€œaccountant near me,” β€œbookkeeper in [city],” and similar local queries across hundreds of markets in the U.S. and Canada.

The strategy was a triple win. Small business owners would find a vetted professional. Accountants would get qualified leads, and because our site outranked their own websites in their local markets, they had a strong incentive to join the program.

For every accountant we onboarded, we’d gain multiple end customers they managed. It also addressed churn: freelancers who grew their businesses and hired accountants were leaving for the competitor. A partner accountant ecosystem would keep them.

I built the full business case with sizing data, the potential to scale from low triple-digit partners to more than 10,000, and presented it up the chain: director of performance marketing, VP of marketing, and CMO. Each approved it. We hired an agency and spent six months building it.

Did the directory launch? Not in its original form. Halfway through the build, the company recognized the strategic importance of the accountant channel so clearly that they created an entirely new business unit, invested multimillions in the accounting product line, and eventually built something much larger than what I’d originally proposed.

That’s what a strategy that drives real organizational change looks like. The SEO insight didn’t just get approved; it fundamentally reshaped the company’s thinking about an entire market segment.

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Why AI visibility makes cross-functional alignment non-negotiable

Everything I’ve described β€” the narrative framing, the OKR retrofitting, and the cross-functional listening tour β€” used to be a competitive advantage. Now it’s the minimum requirement, because the AI visibility shift has made cross-functional alignment a survival skill, not a leadership style.

We started tracking traffic coming from LLMs separately. What I found was revealing: conversion rates from LLM-referred traffic were four to six times higher than traditional organic. Users arriving through AI-assisted search had already done their research inside the LLM. They were arriving with high intent and ready to act.

But here’s the challenge: roughly 85% of the sources that LLMs cite when generating responses about your products and services are third-party sites. If you want to influence what AI says about your products, you can’t do it alone. You need alignment with affiliate teams, PR, brand, product marketing, and even legal.

I essentially did a roadshow internally, went to every department, and explained (with data):

  • Customers are making buying decisions inside LLMs now.
  • If we want to control the narrative about our brand and products in these AI-generated responses, every team needs to be on the same page.
  • The affiliate team needs to know which third-party sites to prioritize.
  • PR needs to think about how press coverage feeds into AI training data.
  • Legal needs to understand the implications.
  • All of our content, not just SEO content, needs to be optimized for how LLMs process and cite information.

In the old world, you could publish content, build links, and win at SEO in relative isolation. That world is over.Β 

Enterprise SEO in the AI era requires the same cross-functional alignment I’ve been describing throughout this article, but now it’s not just a competitive advantage. It’s survival.

Your first 30 days: Show, don’t tell

If you’re stepping into an enterprise SEO leadership role for the first time, or inheriting a function that’s been siloed and undervalued, here’s the approach I’d recommend.

  • Understand your product-market fit from the inside. Sit with finance, analytics, and data teams. Identify which customer cohorts deliver the best unit economics: ARPU, MRR, and LTV. Most SEOs never get this visibility, and it’s the single biggest unlock for building a strategy that leadership actually cares about. I call it the β€œknow thy numbers” strategy.
  • Nail down your ideal customer profile (ICP) with product marketing. Understand who the ideal customer is, where they are, and what content they’re looking for.
  • Do an honest competitive assessment. What’s working, what’s not, and where are the gaps?

Find one low-effort, high-impact win and execute it immediately. Show is 10 times more important than tell in enterprise SEO.

Early wins build credibility. Once leadership sees tangible impact, they become more open to listening. The more they listen, the more you can educate, and the less friction you face.

Mindset over tactics

Building an enterprise SEO strategy that drives real business impact isn’t about having the best technical audit or the most comprehensive keyword research. It’s about building an organization that thinks about search as a foundational growth lever.

That means being a listener before you’re a presenter. It means speaking in business outcomes, not SEO jargon. It means helping your cross-functional partners hit their goals first, and baking SEO into their success.

It means being willing to follow an insight wherever it leads, even if it ends up bigger than anything you originally proposed. The accountant directory I pitched was a six-month SEO project. The outcome was a multimillion-dollar business unit. That’s what happens when the organization believes SEO is worth investing in, because you’ve shown them why.

When search growth stalls: How to diagnose what’s really holding you back

When Search Growth Stalls- How to Identify the Real Issue

Search campaigns often see strong early gains β€” more visibility, traffic, and conversions. But that growth doesn’t last forever. At some point, performance stalls, whether it shows up as a plateau, volatility, or rising costs.

That slowdown isn’t necessarily a failure. More often, it signals limits in demand, targeting, conversion, or execution β€” the challenge is figuring out which one.

Search performance doesn’t stay linear, and once early wins are exhausted, quick gains become harder to find. When growth stalls, the instinct is to do more β€” launch campaigns, publish content, increase spend. But without understanding the constraint, that effort can miss the mark.

Instead, the goal is to diagnose what’s actually limiting performance so you can focus on the changes that unlock the next phase of growth.

How to identify what’s actually limiting growth

When performance drops off, there’s a natural reaction to do more. The discipline of taking a step back and having a mindset of auditing, or seeking to understand what is really going on, is key to understanding the situation.

While the answer very well may be to launch more campaigns, increase budgets, or publish more content, chances are that it will be a wasted effort and possibly compound the problem. In many cases, time is of the essence, and we don’t have time to spend a month on a forensic audit. Plus, it isn’t always necessary.

A set of questions within a diagnostic framework can quickly help you identify what’s happening.

Where is the change occurring?

This might already be answered, as a specific KPI might have triggered the concern to start with. However, it’s important to understand where the performance gap is happening.

  • Is it in just one channel? One platform? Or, more broadly, across the board?
  • Where in the funnel or customer journey is it happening? Is it related to visibility, traffic, conversions, or something else?

What hasn’t changed?

Knowing what metrics are stable can help isolate variables in your search for answers. The more you can isolate the issue, the better you can diagnose problems and more quickly get to resolution steps.

Is the issue upstream or downstream?

Digging into upstream items includes demand and targeting, while downstream leads to the website and conversions. Getting granular with where performance is impacted in the journey helps greatly.

Is this a limit or a gap?

Limits can include considering if an opportunity has been maxed out, leading to a plateau. And, gaps can include considering if something is missing or is misaligned in the journey, tech, and end-to-end ecosystem.

Dig deeper: Stop reporting traffic and activity. Start reporting progress.

Where search growth typically breaks down

1. Demand

I’m starting with demand, as it can be one of the most frustrating causes of performance plateaus or negative changes, as it’s one that is difficult or impossible for marketing leaders and teams to change on their own.

If impressions plateau, impression share remains high, rankings are strong, but you have limited new keyword opportunities, you might simply be at the mercy of changes in demand for your product or service. This could be due to global economic reasons, seasonality, or very niche market reasons.

Early growth often comes from capturing existing market demand. But, eventually, that demand can be saturated, and more campaigns and optimization unfortunately can’t fix this – and can only hurt the ROI we already have.

When exploring demand issues, you can expand your keyword and targeting universe, adjacent topics and subject matter (if still relevant to your product/service), seek out new audiences/personas, or consider expanded geography. All of these have to make sense for your business, though.

2. Targeting and coverage gaps

If you have inconsistent performance across campaigns, content, or landing pages, you might have some targeting and/or coverage gaps. This often looks like inconsistent performance across campaigns and pages, missed segments of the funnel, and uneven coverage of the audience.

The good news is that opportunity exists, and demand isn’t the issue, and you can identify and fill the gaps in intent coverage and ensure that all stages of the customer journey are covered. I see this most often when there’s a focus primarily on bottom-of-the-funnel users and not a full-funnel strategy.

You can consider keyword clustering/structure, segmentation of your campaigns, and ensuring that your content is mapped really well to specific intents and stages in the journey.

3. Conversion and website constraints

When traffic grows but conversions don’t, if you have a declining conversion rate, or strong visibility with weak outcomes, your website might be the bottleneck and cause.

Search can do the job of getting the visitor to the site, but if the website is hurting potential outcomes or causing a mismatch between expectations of the visitor and the ultimate experience they have on the landing page, you have a website constraint.

Landing page alignment to intent and the subject matter, and a strong user experience, are sometimes afterthoughts. A lot of focus can go into the content, topics, and targeting without considering the full experience. Trust signals, messaging clarity, clear conversion paths, and removing UX friction are key to getting the expected ROI on search.

Dig deeper: 6 SEO tests to help improve traffic, engagement, and conversions

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4. Efficiency limits in paid search

If you’re experiencing rising cost per acquisition numbers, declining return on ad spend, or a higher cost for incremental growth, then you’ve likely hit a ceiling on efficiency.

Early efficiency gains are often easier to find and achieve. When you get further into a campaign management phase, you may find that scaling requires tradeoffs and cost increases that are marginal when you expand.

You can consider different bid strategies, creative, or ad fatigue, audience expansion, and even what it looks like in how you’re balancing efficiency versus scale in your efforts.

5. Content depth vs. expansion trade-off

When you increase content creation and output with limited gains from the investment/effort, see stagnant visibility, or keyword cannibalization, you might be finding that more content isn’t necessarily the answer within your strategy.

Early on, you might have experienced gains from filling content gaps and, with gaps filled, are now focused on adding depth. Sometimes, adding depth and continuing to scale content can create unintentional overlaps and dilute performance in hidden ways.

It might not seem intuitive, but evaluating if you need to consolidate content (instead of expand) to create a sharper focus and higher overall quality (versus quantity) could be the best option for you.

A focus on improving existing content, topical authority, and the content hierarchy and linking structure could be better for you than simply producing more and new content overall if you’re experiencing plateaus.

6. Execution and resource constraints

So maybe β€œdoing more” is the answer. I’m not contradicting what I noted early on about how doing more isn’t typically the answer, but you’ll know if that is a constraint and if you think it’s holding you back. In this case, it isn’t that you’re aimlessly adding more work, but you know that you have constraints with resources.

When you have a backlog that you can’t get to, slow implementation, or inconsistency in tactics, you’re likely limited by capacity.

Knowing what to do but not being able to execute isn’t rare or unique, and it can be frustrating to company and marketing leadership when you see what needs to be done, how it’s holding back results, creating plateaus, and if it isn’t something you can quickly fix.

Dig deeper: How to cultivate SEO growth through continuous improvement

Find the constraint, then unlock growth

It’s exciting to see search performance graphs trending β€œup and to the right,” and the impact that can have on the bottom line.

On the flip side, it can be frustrating, create stress, and be complicated to address when that positive performance stagnates or a plateau is reached. Typically, doing more and doubling down isn’t the right answer.

The complexity and number of potential variables that impact performance can be hard to identify and isolate. Leveraging a framework like the diagnostic I unpacked and understanding common reasons can help you sort out performance concerns faster and with greater clarity in your search marketing leadership and implementation.

(PR) NEO Semiconductor Demonstrates 3D X-DRAM Proof-of-Concept

NEO Semiconductor, a leading innovator in advanced AI and memory technologies, today announced successful proof-of-concept (POC) results for its 3D X-DRAM technology, marking a major milestone toward next-generation, high-density memory solutions for AI and data-centric systems.

The company also announced a new strategic investment led by Stan Shih, Founder and former Chairman and CEO of Acer, and former Board Director of TSMC for over 20 years. As a globally respected technology pioneer and entrepreneur, Mr. Shih's participation reflects strong confidence in NEO's technology and vision, and will support the company's next phase of development.

(PR) LG Display Reports First Quarter 2026 Results

LG Display today reported unaudited earnings results based on consolidated K-IFRS (International Financial Reporting Standards) for the three-month period ending March 31, 2026.
  • Revenues in the first quarter of 2026 decreased by 23% to KRW 5,534 billion from KRW 7,201 billion in the fourth quarter of 2025 and decreased by 9% from KRW 6,065 billion in the first quarter of 2025.
  • Operating profit in the first quarter of 2026 decreased by 13% to KRW 146.7 billion from KRW 168.5 billion in the fourth quarter of 2025 and increased by 338% from KRW 33.5 billion in the first quarter of 2025.
  • EBITDA in the first quarter of 2026 was KRW 1,141 billion, compared with EBITDA of KRW 1,162 billion in the fourth quarter of 2025 and KRW 1,231 billion in the first quarter of 2025.
  • Net loss in the first quarter of 2026 was KRW 576 billion, compared with the net loss of KRW 351 billion in the fourth quarter of 2025 and with the net loss of KRW 237 billion in the first quarter of 2025.

(PR) Kioxia Introduces New Mainstream KIOXIA BG8 Series SSDs for PC OEMs

Kioxia Corporation today announced the KIOXIA BG8 Series solid state drives (SSDs), the next evolution of its client SSD lineup designed for PC OEM customers. Delivering PCIe 5.0 speed to the mainstream segment, the KIOXIA BG8 Series combines next-generation capability with efficient operation and broad design flexibility for slim laptops, commercial and consumer notebooks, and desktop systems.

Built with Kioxia's BiCS FLASH generation 8 TLC-based 3D flash memory, the KIOXIA BG8 Series advances both performance and power efficiency. Compared to the previous generation, the KIOXIA BG8 Series achieves up to 47 % higher sequential read, 67 % higher sequential write, 44 % higher random read, and 30 % higher random write performance.b

(PR) Axiomtek Launches PICO570 Ultra-Compact Pico-ITX SBC with Intel Core Ultra

Axiomtek, a world-renowned leader relentlessly devoted to the research, development, and manufacture of innovative, highly efficient, and reliable industrial computer products, proudly introduces its latest Pico-ITX single board computer, the PICO570. Powered by the Intel Core Ultra processors (Series 1), this ultra-compact solution is designed to meet the evolving demands of edge AI computing. It integrates an 11 TOPS NPU to enable efficient on-device AI inference without requiring discrete accelerators, offering developers a faster time-to-market for space-constrained systems.

AI-Ready Performance with Integrated NPU
Built with Intel Core Ultra processors, the PICO570 features an integrated NPU to accelerate AI workloads directly at the edge. This enables real-time data processing with reduced latency while maintaining power efficiency. With these AI-on-device capabilities, users can simplify system architecture for applications such as edge AI gateways and inference nodes.

(PR) Turtle Beach Unveils the Command Series, an All-New Ecosystem of PC Gaming Keyboards and Mice

Today, Turtle Beach Corporation, a leading gaming accessories brand, announced its expansion of PC peripherals with the launch of the all-new Turtle Beach Command Series of keyboards and mice. Designed across a range of price points, the Command Series products deliver a new standard of value, combining high-speed performance, precision, and versatility to power - gaming, content creation, and everyday productivity.

"The all-new Command Series marks a major moment for Turtle Beach - our most advanced lineup of keyboards and mice yet, built for the speed, precision, and flexibility that Today's gamers, creators, and multitaskers demand," said Cris Keirn, Chief Executive Officer, Turtle Beach Corporation.

Everyone Thought Google’s TurboQuant Would Solve The Memory Crisis, But SK Hynix Says It Will Only Make It Worse

A close-up view of an unbranded computer RAM module highlighting the gold contact pins and circuit details.

Google TurboQuant was seen as a savior to the memory crisis; unfortunately, things will remain the same or get even worse from here. Google TurboQuant Isn't Going To Fix or Solve The Memory Crisis Back in March, Google launched a new algorithm called TurboQuant, which significantly compressed the KV Cache. The result was a drastic savings, up to 6x, in memory requirements for AI workloads. As soon as the algorithm was announced, reports emerged that memory prices were seeing a drastic price reduction. It was easy to link Google's TurboQuant to the price drop, and some went into panic mode, […]

Read full article at https://wccftech.com/everyone-thought-google-turboquant-would-solve-the-memory-crisis-but-makes-it-worse/

Vampire Crawlers Leads the Latest Batch of GeForce NOW Games as NVIDIA Makes a Some QoL Improvements

An illustrated vampire character holding a goblet is featured with the text 'Vampire Crawlers' and 'The Turbo Wildcard from Vampire Survivors,' alongside an NVIDIA GeForce Now logo.

NVIDIA has revealed the latest batch of games joining its cloud gaming GeForce NOW service, with the Vampire Survivors spin-off title, Vampire Crawlers: The Turbo Wildcard leading the pack, but this week's batch isn't all about the games. NVIDIA is also adding a significant quality-of-life improvement to the service, making it a little more seamless and easier to use for players. Starting with the games, there are six titles either joining the cloud streaming service or getting updates for a better experience, like Crimson Desert, one of the year's biggest releases so far which joined GeForce NOW at its launch […]

Read full article at https://wccftech.com/geforce-now-vampire-crawlers-crimson-desert/

Claw Messenger – Add iMessage, RCS, and SMS to your agent without a Mac


Claw Messenger lets OpenClaw and other agents get a dedicated iMessage number and communicate via iMessage, RCS, and SMS on any platform. You can register approved phone numbers, text the agent line, and receive instant replies through HMAC-signed webhooks. It supports tapbacks, typing indicators, read receipts, and group chats. It runs without a Mac and offers a simple API and setup so your agents integrate naturally in your conversation list.

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Former AMD FSR Lead Drops β€œBig Trouble” Meme When Pressed On Why FSR 4 Still Won’t Run On RDNA 2/3

A person stands next to the text 'AMD FSR 4 Fidelity FX Super Resolution' with a visible Radeon logo.

AMD's restriction on FSR 4 on previous-gen Radeon GPUs remains a secret, but the former FSR 4 head of development seems to have an answer. AMD's EX FSR Head of Development Puts Up "Big Trouble" Meme After Being Questioned on AMD's Silence on INT8 FSR 4 Version for RDNA 2/3 GPUs It has been over a year since FSR 4 made its debut alongside the launch of AMD RDNA 4-based Radeon RX 9000. Since then, AMD has maintained complete silence on questions relating to FSR 4 on RDNA 2 and 3 series. While NVIDIA kept newer DLSS versions available for […]

Read full article at https://wccftech.com/former-amd-fsr-lead-drops-big-trouble-meme-when-pressed-on-why-fsr-4-still-wont-run-on-rdna-2-3/

Intel’s Hallock Blames Software, Not Silicon, For Gaming Gap β€” Claims 30% Performance Is Hiding Behind Poor Optimization

Robert Hallock Joins Intel As Senior Director of Technical Marketing After A Decade At AMD 1

While everyone wants faster hardware, Intel says the answer lies in software optimization, and the P and E cores are almost identical in gaming performance. Robert Hallock Says E-Cores Don't Degrade Gaming Performance and PC Enthusiasts are "Underestimating" the Importance of Software Intel might not have been able to deliver X3D-equivalent performance in gaming with its latest Core Ultra 200 series, but it has gotten closer with the Plus variants. While still noticeably behind when it comes to the leading gaming performance, Intel blames this regression more on the "software" optimization than the hardware itself. In an interview with PC […]

Read full article at https://wccftech.com/intels-hallock-blames-software-not-silicon-for-gaming-gap-claims-30-performance-is-hiding-behind-poor-optimization/

AMD Ryzen CPU Prices Increase Over 50% In Japan As DIY PC Market Continues To Face AI Shocks

AMD Ryzen CPU Prices Increase Over 50% In Japan As DIY PC Market Continues To Face AI Shocks

The prices of AMD's Ryzen CPUs have increased by more than 50%, signaling a panic in the DIY market amid heightened AI demand. Japanese Users Are Paying Up To 57% More For AMD Ryzen CPUs As The AI-Related Price Bumps Continue In a report published by PC Watch, it is stated that the Japanese DIY market is seeing a huge surge in hardware prices. While DRAM and GPU prices are way above their original rates, the next component that is being affected is the CPU. The report lists several AMD Ryzen CPUs, mainly the new Ryzen 9000 parts, seeing over […]

Read full article at https://wccftech.com/amd-ryzen-cpu-prices-increase-over-50-percent/

Web HH – Find or post affiliate and media buying jobs with verified teams


Web HH is a job platform focused on affiliate marketing and traffic arbitrage roles. It aggregates openings from verified teams across media buying, affiliate management, design, analytics, and more, with many roles remote. Candidates browse thousands of listings and apply directly. Hiring teams post openings from $39 and reach a targeted audience on the website and via an 18,000+ subscriber Telegram channel for exposure.

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Orbyt – Track applications, contacts, and interviews with AI-powered CRM


Orbyt is an intelligent job search tracker and CRM that organizes applications, contacts, and follow-ups in one place. It auto-parses jobs from any board, syncs interviews to your calendar, and sends smart reminders so you never miss a step. Use AI to tailor resumes and cover letters, research roles, and coach your strategy. Manage your runway and wellness with built-in planners and check-ins, and let autonomous agents suggest next actions. Orbyt runs privately in your browser and stays in sync across desktop, tablet, and phone.

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[Webinar] Mythos Reality Check: Beating Automated Exploitation at AI Speed

Imagine a world where hackers don't sleep, don't take breaks, and find weak spots in your systems instantly. Well, that world is already here. Thanks to AI, attackers are now launching automated, large-scale exploits faster than ever before. The time you have to fix a vulnerability before it gets attacked is shrinking to zero. We call this the Collapsing Exploit Window, and it means your

Project Glasswing Proved AI Can Find the Bugs. Who's Going to Fix Them?

Last week, Anthropic announced Project Glasswing, an AI model so effective at discovering software vulnerabilities that they took the extraordinary step of postponing its public release. Instead, the company has given access to Apple, Microsoft, Google, Amazon, and a coalition of others to find and patch bugs before adversaries can. Mythos Preview, the model that led to Project Glasswing, found

Take that Intel – TSMC shuns High-NA EUV with its new foundry roadmap

TSMC doesn’t need High-NA EUV to complete its current roadmap – A12, A13, and N2U nodes unveiled TSMC has unveiled its newest technology roadmap, which extends until 2029. On it, TSMC has unveiled three new lithography nodes, none of which require High-NA EUV machines. TSMC believes that standard Low-NA EUV machines will be used for […]

The post Take that Intel – TSMC shuns High-NA EUV with its new foundry roadmap appeared first on OC3D.

Intel’s Z970 Chipset Will Cover Both the Z890 High-End and B860 Mainstream Tiers for Nova Lake

A promotional image showing MSI's MEG motherboard featuring highlighted text 'NOVA LAKE' with blue circuitry graphics.

Intel's upcoming Z970 motherboards for Nova Lake-S Desktop CPUs will replace both high-end Z890 and mainstream B860 options. Intel Z970 Motherboards To Cover An Extensive Market With Both High-End & Mainstream Options For Nova Lake Builders Intel's 900-series motherboards will have a wide range of options for PC builders. The flagship Z990 chipset will be the recommended choice for enthusiast Nova Lake Desktop CPUs, featuring a dual compute tile configuration, while the Z970 chipset will retain a primary focus on the high-end market. Based on a new post by Jaykihn at X, it looks like the Z970 chipset may not […]

Read full article at https://wccftech.com/intel-z970-chipset-cover-both-z890-high-end-b860-mainstream-tiers-for-nova-lake/

Final Fantasy VII Remake Runs On 8GB RAM Nintendo Switch Lite, After Modders Pull Off What Square Enix Never Attempted

A character from 'Final Fantasy VII Remake' in a combat stance inside a richly decorated room with oriental design elements.

Despite having been originally released on PlayStation 4, Final Fantasy VII Remake never made it to the original Nintendo Switch, debuting on the Nintendo Switch 2 earlier this year with one of the most impressive third-party ports we have seen to date. The last-generation Nintendo system, with some pointed modifications, however, can run the PC version of the game surprisingly well, even with the performance overhead of the Box64 + Wine translation layer required to get the PC version to run on an ARM-based system. This impressive technical feat was achieved by modder Naga, who detailed the creation of a […]

Read full article at https://wccftech.com/final-fantasy-vii-remake-8gb-switch-lite-square-enix-never-attempted/

Embers of the Uncrowned Is an Isometric Dark Fantasy PC MMORPG from NEXON

A cloaked figure holding a torch on a stormy shore stands before a burning castle with the title 'Embers of the Uncrowned' below.

South Korean-Japanese developer NEXON has announced a new PC game called Embers of the Uncrowned. It's an isometric dark fantasy MMORPG developed by a team of self-described "hardcore MMORPG veterans" with a deep passion for the genre, set on a continent ravaged by an elven invasion. In the game, players take the role of the illegitimate heir to House Harborwell. They're a mercenary called back by destiny to reclaim their lost domain and restore their noble house. The players' character growth is directly tied to theirΒ House's growth. Constructing buildings in the settlement produces essential items for the journey, while upgrading […]

Read full article at https://wccftech.com/embers-of-the-uncrowned-isometric-dark-fantasy-mmorpg-nexon/

Intel’s Wildcat Lake Reference Laptop Takes Direct Aim at MacBook Neo with Aluminum Body, Breezy Colors, and Fanless 11W Mode

A hand holds a green-gradient laptop with the 'intel' logo on its lid in a conference setting.

While we wait for the first Intel Core Series 3 "Wildcat Lake" laptops to make it to retail, the company has showcased its own reference design, which offers a clean design with a slim aluminum body. Intel Shows How Wildcat Lake Laptops Should Be Done With Its Reference Design, Awesome Colors & Fanless Operating In Low-Power Mode Last week, Intel announced its Core Series 3 "Wildcat Lake" CPUs. These CPUs will be powering laptops, with MacBook Neo being aimed as their main competitor. Now, Intel is showcasing its own reference design to the press, and honestly, it looks great. First […]

Read full article at https://wccftech.com/intel-wildcat-lake-laptop-direct-aim-macbook-neo-aluminum-body-breezy-colors-fanless-mode/

Critics Hate It, Audiences Don’t Care: Super Mario Galaxy Movie Is 2026’s Highest-Grossing Film

Princess Peach and Mario from the Super Mario Galaxy Movie stand side by side, looking surprised.

Earlier this month, we reported that The Super Mario Galaxy Movie by Nintendo and Universal's Illumination set the biggest theatrical debut of 2026 in the United States. However, maintaining momentum across all territories was far from a given, especially with the rather scathing reviews from film critics. Now, according to data collected by IMDbPro's Box Office Mojo, it appears that The Super Mario Galaxy Movie is the highest-grossing film released this year, with nearly $756 million grossed across all territories. It's an almost even split: $361,825,355 earned in the United States (47.9%) and $393,990,000 earned elsewhere (52.1%), with Mexico leading […]

Read full article at https://wccftech.com/super-mario-galaxy-movie-highest-grossing-2026/

U.S. Commerce Secretary says Nvidia still hasn't sold any H200 AI GPUs to China β€” Chinese government is blocking imports in an attempt to push domestic semiconductor industry

U.S. Commerce Secretary Howard Lutnick says Nvidia still hasn't sold a single H200 AI GPU to China, despite the ban being lifted four months ago. The Chinese government is making it difficult for Chinese companies to import Nvidia chips in a bid to support the country's own domestic semiconductor industry.

Posting Dude – Manual content marketing and distribution service for indie founders


Posting Dude is a manual content marketing and distribution service for indie founders. We write and publish AEO and SEO-optimized content about your project across launch platforms, directories, and social media, so you don’t disappear after launch day. We publish content about your website on Aura++, Earlyhunt, Indiehunt, Uno Directory, X, and LinkedIn. This is a 100% manual, done-for-you service that solves your marketing problem.

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China-Linked GopherWhisper Infects 12 Mongolian Government Systems with Go Backdoors

Mongolian governmental institutions have emerged as the target of a previously undocumented China-aligned advanced persistent threat (APT) group tracked as GopherWhisper. "The group wields a wide array of tools mostly written in Go, using injectors and loaders to deploy and execute various backdoors in its arsenal," Slovakian cybersecurity company ESET said in a report shared with The Hacker

Vercel Finds More Compromised Accounts in Context.ai-Linked Breach

Vercel on Wednesday revealed that it has identified an additional set of customer accounts that were compromised as part of a security incident that enabled unauthorized access to its internal systems. The company said it made the discovery after expanding its investigation to include an extra set of compromise indicators, alongside a review of requests to the Vercel network and environment

JEDEC previews LPDDR6, proving that datacenters have stolen the mobile memory standard

JEDEC is shifting the focus of LPDDR6 from mobile platforms to datacenters – Thanks AI Last year, JEDEC unveiled its JESD209-6 LPDDR6 memory standard, a new high-bandwidth memory type designed for phones, laptops, and other mobile platforms. Now, JEDEC has previewed new updates to the standard, shifting its focus from mobile platforms to β€œdatacenter and […]

The post JEDEC previews LPDDR6, proving that datacenters have stolen the mobile memory standard appeared first on OC3D.

(PR) AAEON Releases the BOXER-6407-TWL Ultra-Slim PC Powered by "Twin Lake"

Leading provider of industrial PC solutions AAEON (Stock Code: 6579) today announced the BOXER-6407-TWL, an ultra-slim compact embedded PC available with either the Intel Processor N250 or N150 CPU SKU from the Intel Processor N-series (formerly Twin Lake). Central to the product's value proposition is its compact 153 mm x 101 mm x 30 mm size, with its height being particularly notable, given it is 35% slimmer than previous models from AAEON's Ultra-slim Box PC portfolio. AAEON has said this design decision was made to satisfy market demand for more advanced, fanless platforms that can be integrated into existing systems with minimal space, such as semiconductor manufacturing equipment and digital signage installations.

Highlighting its suitability for retrofitting and modernizing industrial setups, the BOXER-6407-TWL offers both VGA and HDMI display outputs to ensure compatibility with existing display panels. Meanwhile, the PC features a robust industrial I/O comprised of three USB ports (USB 3.2 Gen 2 x 1, USB 2.0 x 3), dual Gigabit Ethernet LAN, and two DB-9 ports for RS-232/422/485. This positioning of the product as one for industrial environments is consistent with its mechanical specifications, which boast a fanless, ventless chassis with a single-mold top cover, allowing it to operate in temperatures as high as 60Β°C while preventing dust ingress.

AMD Stock Hits Record High Above $300 as AI Optimism Fuels Rally

AMD's stock has been experiencing a significant rise over the past few months, with the company's share price reaching a record $303.46 at the time of writing and a market capitalization of nearly half a trillion USD, precisely $494.74 billion. Historically, AMD's stock has struggled to match the levels of NVIDIA and, to some extent, Intel. However, the company has seen a massive turnaround with the expansion of AI data centers. AMD has been performing well in the data center space with its EPYC processors and Instinct MI accelerators, and the stock price has followed this upward trajectory. This is AMD's best stock performance yet, supported by a strong current and upcoming product portfolio that has major investors confident in the company's operations, financials, and execution of plans.

AMD is on track to ship its EPYC "Venice" server CPUs with "Zen 6" architecture, the Instinct MI400 series of accelerators for AI training, inference, and HPC workloads, and Pensando "Vulcano" AI NICs, all housed within a rack-scale system called "Helios." Expected to match and exceed NVIDIA's "Vera Rubin" in some areas, AMD will be competitive in the world's largest industry todayβ€”AI data centers. However, the company is not resting on its laurels and has already prepared a 2027 update of this product portfolio for the next-generation AI rack. This execution has instilled confidence in AMD's investors, driving the stock price significantly higher.

TSMC Says Low-NA EUV Will Carry It Further, Delaying High-NA Adoption

Yesterday, TSMC unveiled its latest A13 node preview at the North America Technology Symposium, highlighting the company's ongoing developments. However, the most significant news isn't about a new node but the technology behind it. TSMC announced it would rely on older ASML Low-NA EUV tools instead of the more expensive High-NA EUV scanners. With the High-NA EUV scanner priced at about €350 million ($410 million), the capital expenditure required to equip a modern facility is substantial. TSMC claims it can maintain a competitive advantage using the existing Low-NA EUV technology, which costs roughly half as much per machine. Kevin Zhang, TSMC's deputy Co-COO and SVP, noted to Reuters, "This is where I think our R&D has done exceptionally well in terms of leveraging existing EUV technology while setting an aggressive technology scaling roadmap. This is definitely a strength."

TSMC's use of Low-NA EUV lithography involves a technique called multi-patterning, where the EUV machine takes multiple passes to etch a design on a single layer. By performing two Low-NA etching runs, TSMC can achieve benefits similar to High-NA exposure, effectively reducing the need for new tools. However, there are limitations to the Low-NA multi-patterning technique, which will be addressed later by introducing High-NA systems, but only for nodes at 1 nm and below. For now, and for recent nodes, TSMC sees a way to maximize performance from the existing Low-NA systems at a much lower capital expenditure than would be required for High-NA systems.

Forza Horizon 5 Quietly Became a PS5 Blockbuster With 5 Million Sales, Burying Any Hope of Xbox Returning to Exclusives

A red Mercedes-AMG hypercar racing at night on a city street in the video game Forza Horizon 5.

Forza Horizon 5 launched on PlayStation 5 last year, and a few short months after its release, it was evident how the game was a smashing success on Sony's console, outselling even first-party games. Today, co-developer Virtuos confirmed on its official website that the racing game they helped develop was one of the best-selling games in 2025, surpassing 5 million copies worldwide. "Forza Horizon 5 was one of the best-selling titles on PlayStation 5 in 2025, surpassing 5 million copies sold on the platform, and earning widespread acclaim with a 92 Metacritic score," Virtuos wrote on a new infographic. The […]

Read full article at https://wccftech.com/forza-horizon-5-5-million-sales-ps5-burying-xbox-exclusives/

Crimson Desert Patch 1.04 Adds Difficulty Settings, Improvements to Controls, Visuals and Much More

A promotional image for the game 'Crimson Desert Patch' featuring a heavily armored character looking to the side.

Today, South Korean developer Pearl Abyss released Crimson Desert patch 1.04 on nearly all platforms (Mac users will have to wait until a later time). This update adds most of the enhancements and features outlined a couple of weeks ago in the official roadmap, except for boss rematches, which will be released in a future patch. Three difficulty modes (Easy, Normal, and Hard) have been added under Settings > Play.Β EasyΒ reduces damage taken, lowers enemy stats, and extends Parry/Dodge windows.Β NormalΒ is unchanged from the existing gameplay experience.Β HardΒ arguably brings the most significant changes: food effects only apply after the full consumption animation completes, […]

Read full article at https://wccftech.com/crimson-desert-patch-1-04-difficulty-settings-controls-visuals/

Alienware Stuffs Its Area-51 Desktop With AMD’s Ryzen 9 9950X3D2 CPU & 208MB of 3D V-Cache, Starting at $4,299

Alienware Decks Out Its Flagship Area-51 PC With AMD's Flagship Ryzen 9 9950X3D2 CPU, Starting at $4299 With 32 GB RAM 1

Alienware unleashes its most powerful Area-51 Desktop PC to date, powered by the AMD Ryzen 9 9950X3D2 CPU & a starting price of $4299. Dell's Area-51 PC With AMD Ryzen 9 9950X3D2 Starts at $4299 & Fully-Spec'd Config Above $7000 Alienware recently launched its Area-51 Desktop PC with AMD's Ryzen 9000 & Ryzen 9000X3D CPUs. The gaming PC offers full-on ATX hardware, delivering impressive capabilities for pre-built gamers. Today, Alienware is updating its Area-51 Desktop PC with AMD's newly launched Ryzen 9 9950X3D2 CPU, delivering faster speeds of up to 5.6 GHz, and the same 2nd Gen 3D V-Cache that […]

Read full article at https://wccftech.com/alienware-stuffs-area-51-desktop-with-amd-ryzen-9-9950x3d2-cpu-starting-at-4299-usd/

Rambus Quietly Builds The Missing Piece Of AI Servers As SOCAMM2 Becomes The Favorite AI Memory Standard

Rambus Rolls Out A Vital Component For LPDDR5X SOCAMM2 Memory, The Key Enabler of Next-Gen AI Datacenters

Rambus has announced its LPDDR5X SOCAMM2 memory chipset, a vital component to enable the next-gen compact memory for AI datacenters. SOCAMM2 Lays The Key Foundation of Next-Gen AI Datacenters As Rambus Gears Up Its LPDDR5X-Based Chipset For Launch Press Release: Rambus, a premier chip and silicon IP provider making data faster and safer, today announced aΒ SOCAMM2Β (Small Outline Compression Attached Memory Module)Β chipsetΒ designed to enableΒ low-power, high-performance LPDDR5X-based memory modulesΒ forΒ AI server platforms. The SOCAMM2 chipset represents the first step in a broader Rambus roadmap of LPDDR-based server module solutions, reflecting the company’s ongoing collaboration with industry partners to support new memory architectures optimized […]

Read full article at https://wccftech.com/rambus-builds-missing-piece-of-ai-servers-socamm2-favorite-ai-memory-standard/

JEDEC Previews LPDDR6 Memory With SOCAMM2 Modules & 512 GB Capacities, Clearing the Path for Next-Gen AI Servers

JEDEC Previews LPDDR6 Memory With SOCAMM2 Modules & 512 GB Capacities, Clearing the Path for Next-Gen AI Servers 1

JEDEC has previewed its LPDDR6 memory standard, powering future AI datacenters & mobile platforms with 512 GB capacities & SOCAMM2 variants. JEDEC's LPDDR6 SOCAMM2 Modules Are Going To Be A Mouth-Watering Piece of Memory Technology For AI Datacenters Today, JEDEC unveiled a new set of features for its upcoming LPDDR6 memory standard "JESD209-6". The new memory standard will play a vital role in powering future AI datacenters, PCs, and mobile platforms. LPDDR6 will not just provide a more power-efficient memory solution, but it will also offer increased performance and higher capacities than existing LPDDR5 and LPDDR5X standards. Memory makers are […]

Read full article at https://wccftech.com/jedec-lpddr6-memory-socamm2-modules-512-gb-capacities/

Hypelist for Web – A platform to save, organize, and explore your taste


Hypelist is a platform to save, organize, and explore your taste across movies, books, music, places, and more. Follow people you trust, build lists, and discover what others are loving. With millions of recommendations shared, Hypelist is where taste lives. Now on the web, with more space to explore, compare, and go deeper. Featured as Apple "App of the Day" and "Apps We Love". As seen in Forbes, Vanity Fair, TechCrunch, Yahoo, and El Pais. Over 1 million users.

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GigTrip – Discover concerts on a map and plan travel around them


GigTrip is a tool for discovering concerts on a map and planning travel around them. You can explore events across Europe and the US, filter them by genre and date, view detailed event pages, and build multi-modal routes to the concert venue. GigTrip is designed for people who want to plan travel around live music, not just discover events in one location.

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Apple Fixes iOS Flaw That Let FBI Recover Deleted Signal Messages

Apple has rolled out a software fix for iOS and iPadOS to address a Notification Services flaw that stored notifications marked for deletion on the device. The vulnerability, tracked as CVE-2026-28950 (CVSS score: N/A), has been described as a logging issue that has been addressed with improved data redaction. "Notifications marked for deletion could be unexpectedly retained on the device,"

(PR) Alphacool Announces New Apex Manifold 360

Alphacool International GmbH from Braunschweig is a pioneer in PC water-cooling technology. With one of the most comprehensive product portfolios in the industry and over 20 years of experience, Alphacool is once again expanding its portfolio with the new Apex Manifold 360 mm.

The Apex Manifold 360 mm is designed for visually striking custom water-cooling builds and enables especially clean tubing runs for a neat and organized system layout. Four chambers and eight G1/4" inlet and outlet ports provide flexible integration of multiple components, while allowing hard tubes and soft tubes to be routed particularly straight and easily.

Former PlayStation Head Defends PC Ports, Pushes Back Against Strategy Shift Rumors

It was recently rumored that PlayStation would be moving away from publishing PC ports of its mainline first-party single-player games, which came with the implication that Sony would not port the upcoming Marvel's Wolverine game to PC. Speaking at a recent ALT Games Festival event in Australia, Shuhei Yoshida, Sony's former president of Sony Interactive Entertainment, commented on the PlayStation exclusive situation and how PC ports impact Sony's gaming portfolio and financials in his view. Yoshida is of the opinion that PC ports are largely a positive move for Sony, and that they don't meaningfully detract from console hardware sales or game sales on consoles.

Instead, Yoshida says that Sony's PC ports could help recoup some of the initial game design and development costsβ€”presumably because games usually get a bump in sales when they launch on other platforms, and because developing a new game is far more costly than porting an existing game to a new platform. The latter is especially true with modern hardware, which all share similar x86 platform specifications, with the exception of systems like the Nintendo Switch 2 and Valve's upcoming Steam Frame. He also goes on to say that he is "not seeing any proof of them (Sony) changing their strategy this generation, but if they are changing, it's going to be interesting how they are able to maintain the investment on big budget games." On the topic of AAA game budgets, Yoshida comments that the ever-increasing budgets in the AAA industry don't seem sustainable. The full interview with Shuhei Yoshida on YouTube follows.

TSMC Maps Out A13 β€œ1.3nm” & A12 β€œ1.2nm” Nodes For 2029, Sidesteps ASML’s Priciest EUV Tools For Now

TSMC A13 Node Shrinks Die Area By 6% Over A14, New Roadmap Lays Out A13 & A12 For 2029 As Taiwanese Giant Holds off on ASML's Cutting-Edge EUV Machines Due To High Costs

TSMC has presented its latest technology roadmap through 2029, bringing advanced processes such as A13 and A12 by 2029. TSMC Reluctant To Use ASML's Advanced EUV Machines Due To Cost Constraints, Focuses On Die Shrinks For 2029 With A13 & A12 During TSMC's 2026 North American Technology Symposium, the company presented its latest roadmap, which includes some major updates. These new processes will offer a further refinement, such as savings in area size, and the utilization of new technologies. Starting with the roadmap itself, following the mass production of its N2 process technology, which is expected in the first products […]

Read full article at https://wccftech.com/tsmc-maps-out-a13-a12-nodes-for-2029-sidesteps-asml-priciest-euv-tools-for-now/

Intel 14A Wins Over Elon Musk As The β€œState of The Art” Process Tech To Be Deployed at TeraFab

Intel 14A Wins Over Elon Musk As The "State of The Art" Process Tech To Be Deployed at TeraFab 1

Intel 14A finally has a big name backing it up, and it's Elon Musk, who will be leveraging the process technology at the TeraFab project. Intel & Elon Partnership Deeper Than Expected As Musk Announces 14A Process Technology For Tesla's TeraFab During its Q1 2026 earnings call, Tesla CEO Elon Musk made it official that the TeraFab project was going to use 14A, Intel's much-discussed process technology, which is expected to be a game-changer for them in the Foundry business. Elon stated that they (Tesla) are excited to use the Intel 14A process, calling it "State-of-the-Art". He also acknowledged that […]

Read full article at https://wccftech.com/intel-14a-wins-elon-musk-as-state-of-the-art-process-tech-to-be-deployed-at-terafab/

RawImage – Create uncensored, private AI images in about 3 seconds


RawImage is an unfiltered AI image generator that delivers professional-quality results in about three seconds while keeping your prompts and images private. Buy credits with crypto, avoid subscriptions, and choose Fast, HD, or Max modes across multiple aspect ratios. Operated by an Austrian company, it follows GDPR and the EU AI Act, auto-deletes data on your schedule, and stores no logs. Use it in your browserβ€”no GPU or setup requiredβ€”to create anything you imagine.

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Crowledge – Your Notion knowledge base, always updated and searchable from Slack


Crowledge makes your Notion a single source of truth by turning your Slack into verified, up-to-date content and making it instantly accessible from Slack. Flag any Slack message with an emoji to capture high-value information. Upload transcripts or documents and let Crowledge structure and update your pages in Notion. Create new pages that follow your templates. Every change goes through your approval directly from Slack or Notion. Ask any question from Slack and get precise, cited answers instantly.

No more hours spent searching for information, no more Notion graveyard, no more information conflicts or context switching. Crowledge integrates directly into your tools.

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Clamp – Privacy-first web analytics for the agentic era


Clamp is web analytics for indie hackers and small teams, shipping with AI. Install the SDK, connect the MCP server to Claude (or any MCP client), and the agent that wrote the code can see how it performed. Ask how the new onboarding flow is doing, and the agent runs the numbers, walks through the funnel, and ties the results back to the changes it shipped. Underneath, it's a normal analytics tool with pageviews, sessions, referrers, custom events, funnels, cohorts, and alerts. Cookie-free and EU-hosted.

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Called It – Predict real events with friends and prove you know best


Called It is a social prediction game where you vote on real-world events and call your friends’ moves using virtual Cred. You can create groups and post Yes/No, Who, Over/Under, When, Most Likely To, and Rate predictions, watching odds shift in real time. Track a Prediction Score with friends and a Market Accuracy score against the world. Play free on iOS and Android with no cash, crypto, or payouts. Use anonymous mode, spark debates with the AI Shit-Stirrer, and settle outcomes with real-life forfeits your group chooses.

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ZenMode – AI writes LinkedIn messages and your desktop safely sends them


ZenMode is a desktop LinkedIn outreach automation tool that runs on your machine for account safety and better deliverability. It opens a real Chrome session, uses AI to draft personalized messages and voice notes, and executes multi-step sequences with human-like delays and smart rate limits. Track connections, replies, and meetings, and sync to HubSpot, Zapier, or webhooks. Sangha Intelligence learns from anonymized campaign performance to suggest openers, tones, and timing that get replies so your first campaign performs like a veteran's.

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Multiverse Stories – Co-write branching stories with friends and explore every path


Multiverse Stories lets you write collaborative fiction with branching paths. Start a tale, invite friends to continue it, and fork any moment to explore different "what if" scenarios. Share drafts for feedback before publishing, then discover new work by browsing genres, following authors, and rating the narratives that move you. Build worlds together and see where every choice leads.

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SEDA – Programmable oracle for 24/7 global perpetual, RWA, and AI markets


SEDA delivers programmable oracle infrastructure that brings any internet data on-chain. Developers can deploy custom data feeds, access over 11 million symbols, and get 24/7 pricing for equities, commodities, forex, and crypto with sub-50 ms latency. The Solver Network enables secure, permissionless data delivery.

Use SEDA to power perpetuals, prediction markets, and on-chain apps, or monetize private datasets. Host any API, auto-scale across chains, and replace one-size-fits-all oracles with bespoke, session-aware Oracle Programs.

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Mentio – Check if ChatGPT, Claude, and Gemini recommend your brand


Mentio checks whether your brand appears in AI chatbot answers when people ask for recommendations in your category. It runs real prompts across ChatGPT, Claude, and Gemini, shows your ranking versus competitors, tracks sentiment, and gives you a visibility score. Built for the Spanish-speaking market first, it is the only AI visibility tool in Spanish and works for any brand in any language.

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(PR) Rambus Unveils SOCAMM2 Server Module Chipset

Rambus Inc. (NASDAQ: RMBS), a premier chip and silicon IP provider making data faster and safer, today announced a SOCAMM2 (Small Outline Compression Attached Memory Module) chipset designed to enable low-power, high-performance LPDDR5X-based memory modules for AI server platforms. The SOCAMM2 chipset represents the first step in a broader Rambus roadmap of LPDDR-based server module solutions, reflecting the company's ongoing collaboration with industry partners to support new memory architectures optimized for evolving workloads in AI data center infrastructure. This new product family extends the comprehensive Rambus offering of complete memory interface chipsets for all JEDEC-standard DDR5 and LPDDR5 memory modules.

The rapid diversification and expansion of data center workloads driven by AI is reshaping system requirements, heightening the need for purpose-built solutions that optimize for power, efficiency, form factor and memory scalability. SOCAMM2 memory modules, based on LPDDR technology, are emerging as an innovative architectural approach to address these challenges by delivering high performance with lower power consumption in a modular, serviceable, board area efficient form factor.

(PR) SK hynix Announces 1Q26 Financial Results

SK hynix Inc. (or "the company", www.skhynix.com) announced today that it has recorded 52.5763 trillion won in revenues, 37.6103 trillion won in operating profit (with an operating margin of 72%), and 40.3459 trillion won in net profit (with a net margin of 77%) in the first quarter.

Revenue surpassed 50 trillion won for the first time on a quarterly basis, while operating profit and operating margin reached record highs at 37.6 trillion won and 72%, respectively. Operating profit has nearly doubled compared to the previous quarter, clearly demonstrating an improving profitability.

A Seller Loses iPhone To A Scammer Who Paid With Fake Notes, β€˜PROPS’ Stamped In Plain Sight

An Australian $50 banknote featuring Edith Cowan, with 'SPECIMEN' text overlaid, intricate artwork of a black swan, and the number '50'.

You should always enter into peer-to-peer transactions with circumspection and a fair degree of cautious wariness. That's the painful lesson a guileless Australian is now learning after being scammed out of his Apple iPhone by a crafty trickster. A quick-to-trust Australian becomes a victim of obviously fake banknotes, loses his Apple iPhone to a scammer Imagine you put up your old iPhone for sale on an online marketplace. After a while, you get a ping along with a fairly good offer. Everything checks out, and you ask the buyer to come by your home to collect the iPhone after paying […]

Read full article at https://wccftech.com/a-seller-loses-iphone-to-a-scammer-who-paid-with-fake-notes-props-stamped-in-plain-sight/

Fork – Let users build their own features on top of your application


Fork lets users build their own features on top of your SaaS application without touching your codebase. Think open source but for private software. You define what's forkable, set permissions and constraints, and your users customize from there. Product teams can then pull the most valuable features back to the main branch. Instead of saying "no" to feature requests, you say "go build it."

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Wooting Updates Hall Effect Keyboards with Per-App Custom Profile Capabilities

Wooting is one of the rare keyboard manufacturers that meets gamers in the middle, providing gamers with both a web app and an installable program to customize their gaming keyboards. Now, the keyboard maker has announced App Linking, which enables per-app profiles in a new beta version of Wootility. Now, Wooting users who have the Wootility Background Service enabled can switch keyboard profiles on the fly, depending on which window is in focus in their operating system. It supports up to eight linked apps per profile on the keyboard, and the 80HE and 60HE V2 can support up to four on-board profiles. The update also refines the RGB sleep timer control UI and allows editing profiles directly from the icon tray.

Wooting's profiles control everything from actuation points, features like RT, SOCD, and analogue input, to key mapping and RGB lighting. This means you could set up a Wooting 80HE or 60HE to act like a macro pad while something like a video editor or CAD suite is focussed, a regular office keyboard with a lower polling rate and reasonable actuation point when word processors or web browsers are open, and a high-performance gaming keyboard with 8 kHz polling, RT, and a 0.1 mm actuation point when in games. One caveat with this background service functionality is that it currently does not work with Wayland on Linux, since that display server, since apps are generally isolated under Wayland, and support for features like this is spotty at best on Wayland. The Wooting support team is engaging with the community about Wayland support on Linux, and it seems as though the development team will look into supporting certain desktop environments, like KDE.

Leaker Calls Xbox Helix Console Equivalent to $2-3,000 Gaming PC

Recent rumors revealed that Microsoft may be ditching APU customization for Xbox Project Helix, its upcoming PC-console hybrid that is expected to launch around the $1,000 mark, opting instead for an off-the-shelf AMD APU that will seemingly be available to other manufacturers as well. Now, per a new rumor by ubiquitous leaker Moore's Law Is Dead on the Broken Silicon podcast, it seems as though that high price may come with a significant performance boost.
Moore's Law Is DeadWhat's even more of a cause for optimism, though, is how much better PS6 and Helix will be. Helix is basically a high-end PC, even using the same silicon as AMD's 70-class or maybe 80-class RDNA 5 GPUs. It isn't an ultra-level of PC hardware, but still far more powerful than consoles usually have. It will have the biggest APU in console history... Yes it will be expensive, but guys, if it's even $1,200, it's like a $2-3,000 gaming PC. That's disruptive.

ASUS ROG Zephyrus Duo, G14, G16 Debut for Eyewatering Prices in Taiwan

It has long been predicted that 2026 would be a year for expensive PC hardware launches, especially on the gaming and enthusiast side of things, and that is turning out to be true for ASUS's latest gaming laptops in the ROG Zephyrus line-up. As per a recent announcement by ASUS Taiwan, the ASUS ROG Zephyrus Duo, Zephyrus G14, and Zephyrus G16 have officially been made available for pre-order in the East Asian nation. All three laptops feature color-accurate, high-resolution OLED displays, lightweight aluminium chassis, Intel Core Ultra 9 386H CPU, and NVIDIA's GeForce RTX 50-series graphics, making them powerhouses for both gaming and creative workflows. As we shared in our coverage of CES 2026, however, it seems as though there are more SKUs coming later down the line with different GPU configurations.

The ASUS Zephyrus Duo, largely the flagship device of the three launching today, packs an NVIDIA GeForce RTX 5090 Laptop GPU with 24 GB of GDDR7 alongside that 16-core Intel Core Ultra 9 CPU and up to 64 GB of LPDDR5X. Despite the dual 16-inch, 120 Hz, 1,100-nit, 3K OLED displaysβ€”which incidentally have 100% DCI-P3 Wide color gamut coverage, Pantone validation, and stylus supportβ€”and dual USB 3.2 Gen 2 Type-A ports, a 3.5 mm audio combo jack, a full-size HDMI 2.1 port, a full size UHS-II SD card reader, and dual Thunderbolt 4 ports, the laptop measures in at a reasonable 24.9 mm thick at its thickest and weighs in at 2.82 kg. In Taiwan, the Zephyrus Duo will retail for NT$269,999 or $8,570.31.

β€œThere’s No Delay Incoming” For GTA 6, It’s Claimed, as the November Release Date is Seemingly Locked-In

A character in the game Grand Theft Auto VI sitting in a car, wearing a tank top with 'CONIDA' visible, surrounded by palm trees in a sunny setting.

While 2026 has already seen some major releases like Crimson Desert, Resident Evil Requiem, and Marathon, to name a few, the biggest release of the year, and the biggest release the video game industry has seen for years is yet to come, as we all wait for GTA 6 to arrive later this year at its previously announced November 19, 2026 release date. But at the time of this writing in April 2026, there's still plenty of time for things to go wrong for Take-Two and Rockstar from now until then, and concerns of another delay linger each day. That […]

Read full article at https://wccftech.com/gta-6-no-delay-november-release-date-locked-in-its-claimed/

Fertilio – Compare fertility clinics, sperm banks, and specialists in DACH


Fertilio is a fertility platform for Germany, Austria, and Switzerland. It compares fertility clinics, sperm banks, and specialized doctors independently, transparently, and for free, guiding you in three steps to the right provider. The online advisor suggests suitable clinics based on your information and allows non-binding contact. The magazine offers solid knowledge on reproductive medicine, and experience reports provide additional guidance.

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Fusion power may not be sci-fi. Just ask the people who sunk $5B into it.

Fusion energy has been β€œ20 years away” for decades, but hasΒ the scienceΒ finallyΒ caughtΒ up? Private investment in fusion companiesΒ surged fromΒ $10 billionΒ toΒ $15Β billionΒ in just months, and the money is coming from places youΒ wouldn’tΒ expect.Β  Watch as Rebecca Bellan and guest host Tim De Chant sit down withΒ Rachel Slaybaugh, general partner at DCVC on this episode of TechCrunch’sΒ EquityΒ podcast. The trio breaks […]

OpenAI adds CPC ads to ChatGPT

OpenAI ChatGPT ad platform

OpenAI is shifting its ad model inside ChatGPT from pure impressions to performance, a move that puts it in more direct competition with Google’s core business.

What’s happening. OpenAI has begun testing cost-per-click (CPC) ads within ChatGPT, allowing advertisers to pay only when users click rather than when ads are shown. Early reports suggest clicks are being priced in the $3 to $5 range, and the feature is rolling out through a limited ads manager alongside the earlier CPM-based model.

Why now. Pricing pressure appears to be a key driver. ChatGPT’s CPMs have fallen significantly since launch, dropping from around $60 to closer to $25 in some cases. Moving to CPC helps offset that decline by tying revenue to measurable outcomes instead of impressions.

Why we care. ChatGPT is evolving into a performance channel, not just a branding environment. With CPC pricing, budgets can now be tied directly to measurable actions, making it easier to test ROI and compare against channels like Google Search.

It also opens early access to a potentially high-intent audience in a new format, giving advertisers a chance to gain a first-mover advantage before competition β€” and costs β€” increase.

The bigger picture. This is more than a pricing adjustment β€” it’s a strategic shift. CPC advertising has long been dominated by Google, built on strong user intent signals. By adopting the same model, OpenAI is positioning ChatGPT to compete for performance marketing budgets, not just brand spend, effectively turning the product into a full-fledged ad platform.

Between the lines. The real challenge will be proving intent. Search advertising works because users actively look for something; ChatGPT must demonstrate that its conversational context can generate similarly valuable clicks. Advertisers are likely to benchmark performance directly against Google, raising the bar for quality and conversion.

Zoom out. Advertising is becoming central to OpenAI’s long-term revenue strategy, with investments in ad infrastructure, measurement tools and a broader self-serve platform.

Bottom line. By introducing CPC ads, OpenAI is now competing for the performance-driven ad dollars that power the veteran search platforms.

(PR) TSMC Debuts A13 Technology at 2026 North America Technology Symposium

TSMC (TWSE: 2330, NYSE: TSM) today debuted its latest innovation in its most advanced process technology at the Company's 2026 North America Technology Symposium. TSMC's new A13 process is a direct shrink of its industry-leading A14 node announced in 2025, enabling even more compact and efficient designs to address insatiable customer demand in computational requirements for next-generation artificial intelligence, high performance computing (HPC), and mobile applications.

Representing TSMC's commitment to continuous improvement, A13 provides 6% area savings from A14. Design rules are fully backward compatible with A14, enabling customers to quickly migrate their designs to TSMC's latest nanosheet transistor technology. In addition, A13 delivers increased power efficiency and performance gains through design-technology co-optimization, and is scheduled to enter production in 2029, one year after A14.

Tarkov Creator’s New Shooter, Fragmentary Order, Will Use DLSS 5 β€œIf It’s Available” But Says β€œIt Still Needs Many Additional Changes”

A close-up of a skull inside a spacesuit helmet from the game 'Starfield,' featuring detailed textures and moody lighting.

The most controversial topic in the video game industry now and for the last few years has been Generative AI and its place (or lack thereof) in video game development. The most recent hot-button layer to that has been NVIDIA's introduction of DLSS 5. While the tech likely won't be impacting games coming later this year, projects further off than that, like Fragmentary Order, the new extraction shooter from Nikita Buyanov, the creator of Escape From Tarkov, are likely going to be able to implement the tech if they choose to. As for Buyanov and his new team at Rant […]

Read full article at https://wccftech.com/tarkov-creators-new-shooter-fragmentary-order-will-use-dlss-5-if-its-available-but-says-it-still-needs-many-additional-changes/

Partykin – Create digital invites and manage RSVPs, wishlists, and potlucks


Partykin is a free online event planner that brings invitations, RSVPs, wishlists, timelines, contacts, and potluck lists together on a single shareable event page. Build a personalized invite with date, location, and a live countdown, then track headcounts and gift reservations in real time. Use reusable contact groups, manage to-dos and schedules, and coordinate dishes without duplicates. Start free, or upgrade for unlimited items, custom images, premium templates, and co-organizers at $4.99/month.

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Best Deals – Find verified deals with price history tracking and instant alerts


BestDeals curates discounts across electronics, home, health, clothing, and toys, verifying each offer against price history so you can spot real savings. Browse fresh deals and jump straight to trusted retailers like Amazon. Subscribe to deal alerts by category to catch new drops, and use comments and voting to help surface the best offers.

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AOC AGON launch their next-gen PRO AG326UZD2 QD-OLED monitor

AOC launches their AGON PRO AG326UZD2 QD-OLED monitor for Β£799 AOC have officially released their new AGON PRO AG326UZD2 QD-OLED monitor, a 31.5-inch flat 4K gaming screen with a QD-OLED panel. This monitor supports refresh rates up to 240Hz and a 0.03ms response time, delivering strong HDR support and motion clarity. This monitor has a […]

The post AOC AGON launch their next-gen PRO AG326UZD2 QD-OLED monitor appeared first on OC3D.

Malicious KICS Docker Images and VS Code Extensions Hit Checkmarx Supply Chain

Cybersecurity researchers have warned of malicious images pushed to the official "checkmarx/kics" Docker Hub repository. In an alert published today, software supply chain security company Socket revealed that unknown threat actors managed to have overwritten existing tags, including v2.1.20 and alpine, while also introducing a new v2.1.21 tag that does not correspond to an official release. The

Self-Propagating Supply Chain Worm Hijacks npm Packages to Steal Developer Tokens

Cybersecurity researchers have flagged a fresh set of packages that have been compromised by bad actors to deliver a self-propagating worm that spreads through stolen developer npm tokens. The supply chain worm has been detected by both Socket and StepSecurity, with the companies tracking the activity under the name CanisterSprawl owing to the use of an ICP canister to exfiltrate the stolen data

(PR) JEDEC Previews LPDDR6 Roadmap, 512 GB Densities and SOCAMM2 Standard in Development

JEDEC Solid State Technology Association, the global leader in the development of standards for the microelectronics industry, today previewed a set of new features planned for incorporation into the next version of its JESD209‑6 LPDDR6 standard. Building on the foundational JESD209‑6 published in July 2025, JEDEC's JC‑42.6 Subcommittee has been working to enhance the next version of the standard to extend LPDDR6 beyond mobile platforms to support selected data center and accelerated computing workloads seeking a power‑efficient, high‑capacity memory platform.

Planned features for the upcoming LPDDR6 update include:
  • Narrower per-die interface (x6) enables higher capacities: With the move to a non-binary interface width - from x16 to x24, the inclusion of x12 and an additional x6 sub-channel mode, allows more die per package and higher memory capacities per component and per channel, a critical enabler for AI-scale memory footprints.
  • Flexible metadata carve‑out intended to minimize impact to peak data throughput, giving data center customers the option to balance user capacity and metadata needs according to their specific reliability requirements.
  • 512 GB density on the horizon: LPDDR6 is expected to unlock densities beyond the current LPDDR5/5X maximum, a capability designed to address the ever-growing memory capacity requirements of AI training and inference workloads.
  • LPDDR6 SOCAMM2 module standard in development: JEDEC is actively working on an LPDDR6-based SOCAMM2 module standard, which is being designed to carry the compact, serviceable module form factor forward and offer a clear upgrade path from today's LPDDR5X SOCAMM2 modules.

Apple Gets A Shout-Out And Prime Airtime At Google’s Cloud Next 2026 Event As Siri Quietly Switches to Gemini

A digital illustration shows a smartphone displaying the Apple logo alongside colorful representations of Siri and Google logos connected by glowing lines on a dark technological background.

Apple and Google are seemingly entering into a symbiotic relationship, where the former has used its unparalleled financial heft to gain access to the latter's very capable Gemini AI models. And these mutual synergies were apparently hefty enough to merit a dedicated shout-out and prime airtime for Apple at Google's Cloud Next 2026 event. Apple has just become one of Google Cloud's most important customers Google used Apple as a very important and lucrative prop to showcase the strength of its Gemini AI models at the just-concluded Google Cloud Next 2026 event. This comes as the Cupertino-based tech giant recently […]

Read full article at https://wccftech.com/apple-gets-a-shout-out-and-prime-airtime-at-googles-cloud-next-2026-event-as-siri-quietly-switches-to-gemini/

Bolt Graphics Tapes Out Zeus GPU Which It Claims Is 5x Faster Than NVIDIA’s RTX 5090 In Path Tracing At Half The Power

Bolt Graphics has successfully taped out its Zeus GPU, which is expected to offer up to 6x faster HPC & 5x faster Path Tracing performance than NVIDIA's RTX 5090. The Bolt Graphics Zeus "12nm" GPU Aims To Offer 5x Faster Path Tracing Performance Than An RTX 5090 "5nm" Graphics Card Last year, Bolt Graphics announced its Zeus chip and claimed some big numbers. Today, we can finally confirm that Zeus wasn't just a paper announcement, as the chip has been successfully taped out. In a press release shared with us, Bolt Graphics confirms that its Zeus GPU test chip has […]

Read full article at https://wccftech.com/bolt-graphics-tapes-out-zeus-gpu-5x-faster-vs-nvidia-rtx-5090-in-path-tracing/

Fallout: New Vegas Dev Pours Cold Water on Remaster Rumors: β€œThey Have No Idea How to Reassemble It”

A character in 'Fallout: New Vegas' wearing armor and holding a revolver stands against a red sky, with the city's skyline in the background.

Fallout: New Vegas Senior Designer and Writer Chris Avellone talked extensively about the Fallout franchise in a recent interview with YouTuber TKs-Mantis. Avellone (who also worked as a designer on Fallout 2 and on the canceled Van Buren project) claimed that, to his knowledge, Obsidian never provided the full source code of Fallout: New Vegas to Bethesda. Furthermore, as far as he knows, they don't have the knowledge to reassemble it, which constitutes a major problem for the rumored remaster. I don't think Bethesda has the engineering know-how to make a remaster of Fallout: New Vegas at all. And the […]

Read full article at https://wccftech.com/fallout-new-vegas-remaster-avellone-bethesda-source-code/

Apple’s 200MP Telephoto and Variable Aperture are Coming to iPhone, but Digital Chat Station Warns of a β€œStaggered Rollout”

Two smartphones are shown side by side: an Apple iPhone 18 Pro labeled '2026' with a pill-shaped camera cutout, and an iPhone 20 Pro labeled '2027' with a centered hole-punch camera.

There is, thankfully, a lot more to the camera setups within the upcoming Apple iPhone 18 Pro duo and the iPhone 20 than variable aperture bragging rights, as per the latest tidbits from a notable Weibo-based tipster (image source: Vovalenard). Apple iPhone 18 Pro duo/iPhone 20 to get a super-large main camera sensor, dedicated optical image stabilization for the ultra-wide lens, and a 200MP telephoto camera We reported a few days back that Apple was experimenting with a 200MP camera sensor, possibly for the upcoming iPhone 18 Pro and Pro Max, enabling near-lossless cropping (to a certain extent) in the […]

Read full article at https://wccftech.com/apples-camera-related-bells-whistles-for-the-iphone-18-pro-and-iphone-20-revealed/

GBP Leads – Pull live, verified Google Business Profile leads ready to call


GBP Leads delivers real-time Google Business Profile leads that are verified open and enriched with emails, phone numbers, and social profiles. You can search by business type and location, then filter by rating, reviews, website, and more to build precise lists. It automatically deduplicates using Google Place IDs and stores results in a personal Data Vault you can refresh anytime. Export clean CSVs to your CRM and keep your pipeline full with fresh, qualified local businesses.

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Google Ads adds app consent diagnostics to improve privacy performance

Google Shopping Ads - Google Ads

Google is rolling out App Consent Insights in Google Ads, giving advertisers a clearer view into how consent signals impact app campaign performance.

What’s new. The new diagnostics view breaks down consent data across apps, platforms, regions, and traffic sources, helping marketers pinpoint gaps in their setup.

Zoom in. Advertisers can see an overall consent rating β€” like β€œExcellent,” β€œGood,” or β€œPoor” β€” alongside a live count of apps actively sending consented data. A detailed table also shows consent rates for conversions, including splits between EEA and non-EEA users.

Why we care. As privacy regulations tighten, consent isn’t just a compliance box β€” it directly affects measurement and optimization. Advertisers now get more visibility into where consent setups may be limiting performance.

Between the lines. Google is making consent more measurable β€” and more actionable β€” as signal loss continues to impact campaign performance.

What to watch. Expect advertisers to start optimizing not just for conversions, but for consent rates themselves as a performance lever.

Bottom line. Better consent visibility means better data β€” and ultimately, better campaign outcomes.

First seen. This update was first spotted by Google Ads specialist Thomas Eccel on LinkedIn.

Advertisers test ChatGPT Ads Manager

From scripts to agents- OpenAI’s new tools unlock the next phase of automation

Advertisers are sharing their experience of a new Ads Manager interface for ChatGPT, signaling a shift toward a more mature advertising platform with real-time campaign control.

What’s new. The Ads Manager is described as a dashboard where marketers can run, monitor, and optimize campaigns in real time β€” a major step up from current reporting and controls. Digital marketers Juozas KaziukΔ—nas and Glenn Gabe shared images of what they saw.

Why we care. Until now, ChatGPT ads have been early-stage and limited, with advertisers reportedly relying on basic reporting like weekly CSV files. The move to a full Ads Manager suggests OpenAI is building infrastructure closer to platforms like Google Ads or Meta.

Zoom in. Advertisers are already seeing more ads appear inside ChatGPT, with brands like Best Buy and Expedia spotted in early tests. That increase in inventory, paired with a proper management interface, points to a rapid expansion of monetization efforts.

What to watch: As the Ads Manager evolves, expect improvements in targeting, reporting, and automation β€” areas where early feedback suggests ChatGPT ads are still limited.

First seen. Glenn Gabe shared the images of the ChatGPT ads manager on X.

Google unveils its 8th generation TPUs for AI Training and Inference

Google unveils its 8th-generation TPUs for AI training and inference Google has just unveiled its 8th-generation of TPUs (Tensor Processing Units), announcing two separate TPU units for AI training and inference. These chips are Coogle’s 8t and 8i TPUs. These workload-specialised chips aim to deliver more performance per dollar, with more raw performance and more […]

The post Google unveils its 8th generation TPUs for AI Training and Inference appeared first on OC3D.

11 Bit Studios Confirms Upcoming "Frostpunk" Game in New Genre and "This War of Mine" Revisit

Polish game studio, 11 Bit Studios, has just released its 2025 earnings and revenue report, indicating a rather positive year for the company, which earned 21.9 million PLN ($6.05 million) in profit, which it attributes to the sales of Frostpunk 2 (880,000 copies) and The Alters (545,000 copies). More excitingly, the studio announced that it will be focusing on a new strategy between 2027 and 2031, which includes a "reimagining" of This War of Mine and a new game set in the Frostpunk universe, which the studio says is its most valuable franchise.

Of course, Frostpunk 1866 has already been announced for a 2027 release, and that is mentioned separately from the other Frostpunk project, which 11 Bit Studios says will be in a completely different genre to the usual city builder franchise. Nothing else appears to have been published about the other upcoming games or the This Was of Mine remake, but it could easily be the same or a similar story from a different perspective or a straight remake of the side-scrolling POV game. 11 Bit also confirmed that it was working on at least two new IPs, and that it would see an "increase in the regularity of releases," and it made references to both its development and publishing divisions, suggesting that we will see more indie games, like Death Howl, Creatures of Ava, The Thaumaturge, and The Invincible.

As Nintendo Sues the US Government Over β€œUnlawful” Tariffs, Gamers Are Now Suing Nintendo to Get That Tariff Money Back

Characters from Mario Kart race on a desert track, with Mario in a red kart and Luigi in a green kart prominently in the foreground.

At the beginning of March 2026, a report from Aftermath reveal that Nintendo had issued a lawsuit against the US government for what it claimed was "unlawful impositions of tariffs." Now, another lawsuit has appeared in relation to that suit, but it's not coming from Nintendo or the US government. Instead, it's directed at Nintendo from players in California and Washington, who claim that if Nintendo gets the money it claims the US government unlawfully charged, then that tariff money should make its way back to the players, who paid for the higher prices implemented because of those tariffs. This […]

Read full article at https://wccftech.com/nintendo-sued-by-gamers-for-us-tariff-money/

OpenAI To Scale-Up AI Compute Capacity To A Whopping 30GW By 2030, Far Surpassing The Competition

OpenAI is on a mission, an incredible mission, you might say, to scale up its AI compute capacity to 30GW by the end of this decade. 30GW By 2030: OpenAI Sets Ambitious Goals, but Will The Semiconductor Industry Be Able To Supply This Much Compute? Yesterday, Amazon and Anthropic announced that they were going to bring up 6GW of AI compute capacity by the end of this year. But their primary competitor, OpenAI, has more ambitious & mighty plans. Today, OpenAI announced that since the launch of ChatGPT, its revenue and compute resources have scaled at a rapid pace. This […]

Read full article at https://wccftech.com/openai-sets-goal-to-scale-up-ai-compute-capacity-to-a-whopping-30gw-by-2030/

Behaviour Interactive Lays Off Staff Less Than a Month After New Studio Acquisition

The exterior of a building with the logo 'bE HAVIOUR' prominently displayed on a brick wall beneath large windows.

Dead by Daylight developer Behaviour Interactive confirms that it has laid off an undisclosed number of employees less than a month after it acquired the 7 Days to Die developer The Fun Pimps. After employees initially took to LinkedIn to reveal they had been suddenly let go, the studio released a statement to Game Developer to confirm the cuts. According to the statement from Behaviour Interactive, the cuts impacted members of its team that focused on "external development partnerships," and said that the decision to lay off members of that team was made due to Behaviour Interactive leadership seeing a […]

Read full article at https://wccftech.com/behaviour-interactive-lays-off-undisclosed-number-of-staff-less-than-a-month-after-acquisition/

China’s BOE Is Drowning In Its Own Success, And Memory Players CXMT And YMTC Are Next

BOE Reveals 110-Inch 8K Display With 3D Technology That Can Be Seen From All Angles 1

There is apparently such a thing as being too successful. Look no further than China's display panel behemoth BOE, which is generating record revenues, albeit at razor-thin margins. What's more, this playbook on cutthroat economics might yet repeat with China's upstart memory players, CXMT and YMTC. China's CXMT and YMTC appear destined to follow in BOE's footsteps to a hellscape of cutthroat competition and near-zero margins By some metrics, China's BOE is a commercial success story. After all, it is a major supplier of LTPS OLED panels for Apple's iPhone 17e as well as a host of legacy models such […]

Read full article at https://wccftech.com/chinas-boe-is-drowning-in-its-own-success-and-memory-players-cxmt-and-ymtc-are-next/

Google Cloud customer wakes up to $18,000+ bill despite $7 budget, thanks to forgotten API key in published project β€” attacker put in 60,000+ requests and blasted through $1,400 spending cap

Jesse Davies, an Australian AI consultant and founder of Agentic Labs, was caught unawares when their Google Cloud bill ballooned to more than 2,500 times their initial budget after an unknown API key registered more than 60,000 requests while they were asleep.

Raghim AI – Deploy enterprise AI agents for support, documents, and automation


Raghim AI is an enterprise AI agent platform for privacy-conscious teams. Embed branded assistants, turn messy files into searchable knowledge, and build multi-step automations with an agent flow builder, RAG, and MCP tools. Choose managed, dedicated, or self-hosted deployment to meet compliance and maintain data sovereignty. Control access with RBAC, audit logs, and encryption, and connect Slack, Teams, Jira, and Asana from one console.

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Folloverse – Build your creator community and monetize with 0% fees in beta


Folloverse lets creators build their own community and monetize content on their terms. You can create a fully customizable public page in minutes, upload videos, audio, articles, or images, and set precise access rulesβ€”free for everyone, exclusive for subscribers, pay-per-view, or any combination. Creators can charge fans via per-creation billing, a popular Patreon feature that many miss, allowing you to earn only when you publish new content. Each creator gets their own community space with chat and forum channels plus private chat.

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talat – The private meeting notes app with 100% on-device AI


talat is a meeting transcription app for Mac and Windows that runs entirely on your computer. It records your microphone and any audio playing on your machine (Zoom, Teams, Google Meet, etc.), transcribes both sides in real time, and writes a summary at the end. There's no meeting bot to invite, no account to create, and no subscription.

You can use the built-in local summarizer or plug in your own (local or cloud). Transcripts auto-export to Markdown (Obsidian, iCloud, a git repo, wherever you keep notes), and there's full local search across every recorded meeting. You pay once and own the app with no subscription or account needed.

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ZenMux – Access top AI models through one API with built-in compensation


ZenMux unifies access to top AI models behind one account, one API, and a clean studio UI. It connects to official providers, supports OpenAI, Anthropic, and Vertex protocols, and offers chat, image, and video generation in one place. Built-in insurance compensates you for bad outputs or latency, while HLE benchmarks, full token and cost tracing, and dashboards keep quality and spend transparent. Multi-provider failover, global edge acceleration, and auto model routing deliver stable, fast, and cost-efficient results.

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Google changes budget pacing rules for scheduled campaigns

How to use Performance Planner and Reach Planner in Google Ads

Google is updating how Google Ads paces budgets for campaigns using ad schedules, shifting toward full monthly spend targets regardless of how many days ads actually run.

What’s changing. Starting June 1, campaigns will pace toward the full monthly budget limit (30.4x the daily budget), even if ads are only eligible to run on certain days. Previously, pacing was typically based on the number of active days in the schedule.

What’s not changing. Daily and monthly caps remain the same. Campaigns still won’t exceed 2x the daily budget in a single day or 30.4x over a month, and ads won’t serve on disabled days.

Why we care. Advertisers using limited schedules β€” like weekdays only or specific hours β€” may see spend accelerate, as Google now aims to hit the full monthly cap instead of scaling down on active days.

Zoom in. This means campaigns with fewer serving days can spend more aggressively on those days. For example, if ads run only half the month, Google can hit the daily max each day without needing to pull back elsewhere β€” and still stay under the monthly cap.

Between the lines. Google is prioritizing full budget utilization over evenly distributed spend, giving its systems more flexibility to capture demand when campaigns are eligible to run.

What to watch. Advertisers with tight schedules may need to revisit budgets and performance expectations, as spend could concentrate more heavily on active days.

Bottom line. Budget pacing is becoming less about when ads run β€” and more about ensuring the full budget gets spent.

First seen. Several advertisers mentioned receiving the comms from Google but from Google Ads Coach Jyll Saskin Gales, we got a clarification of what the update means and what isn’t changing on LinkedIn.

Want to increase visibility? Start by building trust

Want to increase visibility? Start by building trust

Attention is fragmenting further every day as the platforms providing information continue to multiply.

There are new players on the scene, like AI search, while companies build proprietary spaces through social networks and communities. Smaller spaces pop up daily through vibe-coded apps. Many of these platforms are noisier than ever, with everyone demanding our attention at once.

We’re drowning in information, and trust is eroding in sources like search engines and social media. We still use these platforms for research, but go elsewhere to validate what we find and make decisions.

We’re shifting back to a source we’ve trusted since the beginning: other people. That means showing up across multiplying platforms and in as many people-led sources as possible.

Search is a trust experience

Rachel Botsman is a leading expert and author on trust in the modern world. Botsman defines trust as:

  • β€œA confident relationship with the unknown.”

I’ve read tons of different definitions of trust, but this is by far my favorite. It’s the simplest and touches on the core component of dealing with the unknown or uncertainty.

We don’t need trust when outcomes feel certain. We need trust when we’re dealing with the unknown.

Searching for information is what humans do when they’re uncertain. There are three trust layers that occur every time we search for information:

  • Self-trust (I’m uncertain.): I don’t trust that I have the information I need to make a decision at this moment in time.
  • Platform trust (Where I trust to search for answers.): Which platform, community, or real-world space do I trust to find answers to my questions?
  • Source trust (Whose or what information I act on.): Do I trust this enough to believe it, click on it, buy it, let it guide me, or change my mind? People can absolutely skip platform trust and jump directly here.

Searching for information is a trust experience from start to finish. It’s a human behavior, and, as we’ll discover, the best way to support human behavior is through other humans.

An example of my own search journey to find a trusted answer

Here’s what a recent search journey of mine looked like when I was interested in buying a new pair of shoes.

I started with AI tools and did some low-trust research, getting a list of options that met my requirements from ChatGPT and cross-referencing that list with Claude’s output.

Then I wanted a sense of pricing and delivery timelines (high trust), so I quickly read through reviews while I was still working with the AI outputs (low trust). I searched Amazon for the options surfaced by ChatGPT and Claude, read reviews, got pricing, and noted who ships the quickest.

From there, I moved on to Google and found my medium-trust people sources. I checked Reddit for brand and model commentary, read third-party articles on running sites and from running influencers, and watched YouTube video breakdowns.

Then I got bombarded with low-trust advertising on social media, seeing retargeting ads everywhere.

Finally, I turned to my high-trust people sources. I asked a trusted running community, a neighbor I often see running, and my dad, a former marathon runner. I also went to a running shop and spoke with the sales team.

Search journeys now span dozens of platforms and sources

Yext’s 2025 research of 2,237 global consumers found more platforms getting used in a single search journey:

  • Approximately 75% of consumers use new search tools more today than they did one year ago.
  • Just 10% trust the first result, while 48% of consumers cross-check answers across platforms.

These results very much mirrored my personal search experience. I hit roughly 65 sources in my search journey:Β 

  • Two AI tools, hitting ~10 links in each.Β 
  • Amazon, hitting ~15 products with reviews.
  • Google, scanning ~10 Reddit threads, approximately five third-party sites, and five YouTube videos.
  • Social media, seeing ~10 retargeting ads.
  • Community, receiving seven direct replies.
  • Conversations, three directly with other people.Β 

In a similar vein, Expedia’s The Path to Purchase research found that huge amounts of source content are now consumed by travelers planning a trip. In the 45 days prior to booking travel, users spend an average of 303 minutes viewing ~141 pages of travel content.

Of my 65 sources, 45 were people-led. This trend can also be seen in professional decisions via the Censuswide – Global Professionals sentiment study (commissioned by LinkedIn) data, which shows 43% of people rate their professional network as their most trusted source,Β  ahead of search engines and AI tools.Β 

And the 2026 Edelman Trust Barometer shows a general trend of uncertainty rising and people placing their trust in the people closest to them:

Time and time again, we see that when people feel uncertain and need trusted advice, they often turn to others.

So how do you turn trust into visibility?

During someone’s search journey, you ideally want to show up in:

  • All the platforms they use to find information.
  • As many people-led sources as possible.

That sounds pretty overwhelming. To make this workable, you need a playbook that reverses the order:

  • Get mentioned in people-led sources often (by building genuine trust with these people).
  • As a result of these mentions, show up in the major search platforms as they continue rewarding people-led sources.

If we optimize at the people layer, the platform layer follows. Build trust, earn mentions, and get visibility.

Back to my shoe-purchasing journey. Many folks have taken to social media and review sites to talk about Adidas Terrex (the shoes I finally purchased after my trust-seeking journey), so they were highly visible in all my touchpoints.

This means that Adidas is actively engaging in trust-building activities. Adidas has its own running club, events, and communities. They’re engaging with people.

Here’s an example of a recent event where they collaborated with the Underground Fan Club to support more women getting into trail running.

People are mentioning their brand and products.

This single event had hundreds of posts on Instagram from the participants and attendees. Multiply that by their other events and community initiatives, and you can see how their visibility quickly adds up.

Plus, they’re appearing via hashtags, account tags, and mentions on social media platforms like TikTok more generally:

Adidas Terrex is also getting mentioned in forums β€” there are full Reddit threads devoted to advice on these shoes.

Their people-led source mentions are reflected in AI search platform results:

You’ve seen the research:

When you genuinely earn the trust of people willing to mention you positively of their own accord, you also capture visibility within search platforms. Because visibility is a byproduct of trust.Β 

Get the newsletter search marketers rely on.


Where to go to earn people’s trust

Relationships are the bedrock of trust, and there are plenty of places you can go to start building them. These are a few people-led places you can start with:

  • Communities: Online and in person.
  • Events: Conferences and meetups.
  • Social media: LinkedIn, Instagram, TikTok, and similar platforms.
  • Forums: Reddit and Quora.

Look for people-led places with the components listed below. The stronger they are in these characteristics, the higher the trust:Β 

  • Where smooth, two-way conversations happen in real time.
  • Where you have the ability to show up consistently.
  • Where your audience gathers for specific, niche reasons and support.
  • Where people are not anonymous and can show up as themselves (not personas).

Here’s a general guide for how these environments, when highly engaged, are typically trusted:

Trust-building componentsCommunitiesEventsSocialForums
Two-way conversationsHighHighLowMedium
The ability to show up consistentlyHighMediumHighMedium
People gather for specific, niche reasonsHighHighLowMedium
Where you can be yourself (not anonymous)HighHighMediumMedium

Communities and events require lengthier time commitments and higher financial investment, but the trust-building components are very strong. Entering these spaces gives you more of the tools you need to build both relationships and trust.

Social media and forums have lower barriers to entry, but the trust-building components are weaker.

You can find the places you want to start with by:

  • Directly surveying your customers and audience on where they spend time.
  • See who’s frequently mentioned in your industry’s newsletters, podcasts, and other publications.
  • Perform a search in your search platform of choice.

How to engage in trust-building spaces

People are seeking information to help them gain confidence in what they’re unsure about. They’re seeking help, and help builds trust.Β 

This means helping is your primary objective – not building brand awareness, pushing folks through your consideration funnel, or selling. Helping people.

Start by listening, not talking

Once you’ve identified your places, don’t rush in and start talking about yourself, your brand, or your challenges. Listen first. This is a two-part process:

What does β€˜helpful’ look like in this space?

This is about understanding why people gather in this space β€” what they get out of it. What high-level needs or wants are getting met that people continue coming back? These typically don’t change much over time.

Maybe they’re looking for connection, education, amplification, or inspiration. Figure that out, and then cross-reference it with what you have to offer.Β 

Find the intersections that make sense for you and identify the ways in which you can offer support.

What topics are people focused on?

This is about understanding what’s β€œtrending” right now for folks in the space. What immediate needs or wants are getting met at the moment? These typically fluctuate.

Listen. Find your intersections. Figure out what you can help with.

Engage to build trust

This will start with 1:1 conversations in community Slack groups, at events, or in the comments of social media and forums. Trust takes time to build. There are no shortcuts.

Show up as yourself. You’re not your brand; you’re a person behind your brand. People want advice from real people, and if you begin by labeling yourself as a brand representative advocating for your product, it’s game over.

Show up consistently, have these conversations, provide help on a 1:1 basis, and keep track of what’s actually helping. While trust takes time to build, your learnings can help you scale how you help based on real audience insights.Β 

Once you have a good sense of that, you can take the most frequently helpful themes and build out systems or assets that scale your ability to help.Β 

Turn conversations into scalable trust

These assets may not build as strong a level of trust as your 1:1 conversations. Those 1:1 conversations with the right audience will have the most trust and the most depth.Β But if you focus your scaled assets on helping people become who they want to be, it will greatly strengthen trust in your 1:many initiatives more than your typical β€œhow to do x” content.

So take a deeper look at the pain points mentioned in your conversations and ask, β€œWho is this person trying to become?” Then build an asset from the ways you’ve helped those folks in 1:1 conversations.

Create a mention power-up that helps people showcase their desired identity and who you helped them become. Something that proves their credibility and that they’re excited to share!

Here are a few examples of what this playbook could look like for different audiences:

AudienceHigh-level needTimely needScaled help assetMention power-up
ProfessionalsAmplificationDesire to grow personal brandGuest-posting programThe content is the power-up! They’ll share and tag you.
ProfessionalsOpportunitiesNew job roleSkill training and job boardShareable certification for skill-training completion
MusiciansEducationWanting to learn to play drumsVideo library of drum lessonsPersonalized β€œI’m a drummer” social image
CraftersAdviceCan’t find sustainable materialsCurated resource of eco-friendly materialsΒ Citable asset built with β€œ[your brand’s] eco-friendly resources”
ReadersInspirationDesire to break into a new genreQuiz that helps them decideΒ Sharable quiz output boldly defining their new genre
BudgetersEducationWhat to cut back spend onBudget template and trackerSharable β€œI saved $x with [your brand] asset” 

What does this actually look like in action?

Over the past few years, I have transitioned my career from marketing to community building. I’ve learned the power of shifting my mindset from selling to helping. And I’ve seen brands use the above playbook to earn visibility and real business impact.

In our community, we partner with an SEO SaaS platform that uses this playbook powerfully. We’ve seen them listen to what it means to be helpful in their community β€” people want opportunities to be amplified.

We’ve seen them show up consistently β€” their marketing manager has 400+ messages in our Slack community.

We’ve seen Jojo have tons of 1:1 conversations offering help.

We’ve seen Jojo continuously show up as herself in these helpful answers and in general as a valued member of the community.

And we’ve seen those 1:1 connections pay off in terms of visibility on the content itself as their sharable mention power-up.

They then did the work to build their scaled asset of help. First, by listening through surveying members:

Identifying the core challenges that people had within this topic:

And further boosted their trust by collaborating with the community and featuring community members within their scaled asset.

Again, they reaped the rewards of visibility with their shareable mention power-up.

While earlier I told you to go in without a sales mindset, the beauty is that the trust you build can grow into just that: real business impact.

Our SEO SaaS partner has earned Β£50,000+ in new annual revenue through the partnership so far. This stuff works when you find the right space, listen, learn, and consistently show up to help.

Building trust is a long-term visibility bet

Trust will always be a throughline in how people search for information.

When you make building trust an ongoing part of your strategy, you prepare your business beyond any single platform or system. You’ll show up in AI search today and whatever comes next tomorrow.

Make trust the priority, and visibility follows. That’s how you move from chasing algorithms to building something that lasts.

AMD Ryzen 9 9950X3D2 is now available in the UK

AMD’s Ryzen 9 9950X3D 2 is now available in the UK AMD has just released its Ryzen 9 9950X3D2 CPU, targeting creators with its huge dual-V-Cache setup. Unlike the standard Ryzen 9 9950X3D, this new model features L3 V-Cache on both of its 8-core CCDs. This gives AMD’s new 16-core CPU 192MB of total L3 […]

The post AMD Ryzen 9 9950X3D2 is now available in the UK appeared first on OC3D.

Harvester Deploys Linux GoGra Backdoor in South Asia Using Microsoft Graph API

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Update 22/04/2026: Developer Poncle has since clarified that it has "15 new projects," which does not necessarily mean it has 15 new games in development. These projects can include anything from a new game, free updates for Vampire Survivors, DLCs, etc. The headline of this article has been updated to reflect the correct language. Original Story: Vampire Survivors was one of the standout hits when it launched in 2022, selling over a million copies in a matter of months and taking home Best Game at the BAFTAs. Its developer Poncle has grown to be able to publish other titles like […]

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Read full article at https://wccftech.com/limited-msi-vector-16-hx-ai-gaming-laptop-units-available-for-1610-on-amazon/

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Read full article at https://wccftech.com/the-blood-of-dawnwalker-april-28-showcase-release-date-pc-specs/

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Samsung executive warns that the company's smartphone business could witness a deficit

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Read full article at https://wccftech.com/samsung-executive-warns-of-smartphone-business-deficit-due-to-rising-memory-costs/

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Read full article at https://wccftech.com/crimson-desert-missed-top-10-best-selling-games-in-us-march-2026-marathon-made-the-cut/

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MMX150

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Read full article at https://wccftech.com/review/beyerdynamic-mmx-150-wireless-review-classic-beyer-sound-finally-cuts-the-cord/

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Read full article at https://wccftech.com/maingear-launches-mg-1-with-ryzen-9-9950x3d2/

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How to run an AI-assisted SEO competitor analysis that actually works

How to run an AI-assisted SEO competitor analysis that actually works

You can now do in 20 minutes what used to take a full afternoon. Feed two Semrush exports into Claude or ChatGPT, and you’ll get a polished competitor analysis – complete with topic clusters, gap tables, and prioritized briefs.

The output looks convincing. The tables are clean. The recommendations sound confident.

That’s the problem. AI can organize and summarize data quickly, but it can’t make strategic decisions. Without the right workflow, prompts, and validation, you risk acting on insights that sound right but lack depth.

Used correctly, though, AI can surface meaningful patterns – revealing differences in topical depth, content coverage, and authority signals that influence search visibility.

Here’s a walkthrough of a real two-competitor analysis using Claude and Semrush data, showing how to turn fast AI outputs into a reliable strategy. You’ll get a repeatable workflow, tested prompts, and a validation checklist to catch common mistakes, along with a clear sense of where to trust AI β€” and where to rely on your judgment.

AI won’t run a competitor analysis for you. But it can compress the manual work β€” clustering, pattern matching, and synthesis β€” so you can focus on interpreting intent, validating opportunities, and deciding what’s worth pursuing.

Note: The sites in this analysis are real but anonymized. Site Y is our client, while Competitors A and B are direct competitors in the same niche. The data is from real Semrush exports pulled in early 2026.

Start with data, not a prompt

Whenever possible, start by exporting data from your SEO tool. Don’t ask an AI assistant to guess what an SEO tool can tell you.

Otherwise, you assume your AI assistant is a measurement tool. Although it isn’t, it’ll try its best to respond to your request. This often looks like plausible-sounding traffic estimates, keyword lists, and competitive assessments that are partially or entirely fabricated.

Here’s what we exported and why each piece matters.

Export 1: Organic Research > Pages (top 100 by estimated traffic)

This report tells you which pages are winning. Key columns include the URL, estimated traffic per page, number of ranking keywords per page, the intent breakdown (commercial, informational, navigational, transactional), and the traffic change column that shows momentum.

For example, a page pulling 14,500 visits from 1,632 keywords is a different asset from a page pulling 400 visits from 12 keywords. The intent split tells you why that traffic matters.

Export 2: Organic Research > Positions (top 100 keywords by traffic)

This export tells you which keywords are winning. Key columns here are keyword and position, search volume, keyword difficulty , search engine results page (SERP) features (image packs, video carousels, and People Also Ask), and keyword intent tags.

Instead of telling you which URLs perform best, this report reveals which search queries drive the most traffic. You need both reports for a complete picture.

The export checklistΒ 

For each competitor and for your own site, pull:

  • Semrush Organic Research > Pages, top 50-100, sorted by traffic.
  • Semrush Organic Research > Positions, top 100-500, sorted by traffic.
  • Semrush Keyword Gap report (optional).
  • Screaming Frog crawl with URLs, titles, H1s, word count, crawl depth, and internal links. This optional report adds structural context (like how deep pages are buried in the site architecture) that the Semrush exports don’t include.

Conduct a 20-minute competitive review

Next, feed your exports into your AI assistant. Ask it to do three things: classify, cluster, and compare.

Topic taxonomy (per site)

Here’s the prompt I used:

I'm going to give you a Semrush Organic Pages export for a website. Each row is a URL with its estimated organic traffic, number of ranking keywords, and intent breakdown.

Please:
1. Assign each URL to a topic category (e.g., "Product - Roof Racks," "Editorial - Buying Guides," "Support - Technical," "Category - Inventory")
2. Assign a page type: Homepage, Product Page, Category Page, Editorial/Guide, Blog Post, Support/Info, Landing Page, or Other
3. Create a summary table showing: topic category, number of pages, total traffic, and dominant intent

Rules:
- Base classifications on the URL path and any context available. Do NOT guess traffic numbers or keyword data. Use only what's in the export.
- If a URL is ambiguous, flag it as "needs manual review" rather than guessing.
- Group similar topics (e.g., don't create separate categories for "off-road accessories" and "off-road bumper kits." Cluster them).
- After classifying, list any URLs where you're less than 80% confident in the classification. I'll verify those manually.

Here's the data:
[PASTE PAGES EXPORT]

For Site Y, Claude identified seven topic clusters across 100 pages. Here’s the summary:

Topic ClusterPagesTrafficDominant intent
Homepage/Brand314,651Mixed (commercial and informational)
Buying guides and comparisons25~10,600Informational and commercial
Roof racks and cargo (product)2~5,100Commercial and transactional
Bumpers and armor (product)38~2,300Commercial
Installation and how-to content4~1,300Informational
Inventory/Category4~540Transactional
Other (brand, manufacturer, thin)24~1,300Mixed

Even before comparing competitors, this taxonomy tells a story. Our client’s organic traffic is driven more by editorial content (buying guides and comparisons) than by all product pages combined.

In fact, a single buying guide pulled 7,336 visits on its own, and the top product page drove 5,021. That editorial strength is both a strategic asset and a vulnerability, since editorial rankings can be more volatile than product page rankings.

Competitor comparison

Once you’ve created a taxonomy for each site, use this prompt to compare them:

I now have topic taxonomies for three competing sites in the same niche. I'm going to give you the summary tables for all three.

Please:
1. Build a comparison table showing how each site's traffic distributes across topic categories
2. Identify each site's "content strategy signature": what type of content drives the majority of their organic traffic
3. Flag any categories where one site dominates and the others are weak or absent
4. Note the traffic concentration: what percentage of each site's total traffic comes from their top 3 pages

Rules:
- Use only the data provided. Do not estimate or infer traffic for categories not present in a site's export.
- If a category doesn't exist for a site, mark it "Not present" rather than zero. We don't know if they have content there, only that it doesn't appear in their top 100.

Site Y taxonomy:
[PASTE]

Competitor A taxonomy:
[PASTE]

Competitor B taxonomy:
[PASTE]

When we used this prompt, Claude revealed three completely different strategies from the same niche.

Site YInfo/support pages (60 of the top 100)Competitor B
Content strategyEditorial-ledUtility/support-ledProduct page-led
Top content typeBuying guides and comparisonsInfo/support pages (60 of top 100)Product pages and category pages
Non-homepage hero pageTow capacity and fitment calculator (7,336 visits)Bolt pattern lookup guide (1,245 visits)Off-road bumper category (3,200 visits)
Traffic concentration (top three)75.3%81.2%71.8%
Estimated traffic (top 100)35,6817,01711,093
MomentumGrowing (+1,743 net)Flat (-264 net)Declining (-1,525 net)

Manually developing this comparison could require hours of spreadsheet work between categorizing 300 URLs, building pivot tables, and trying to spot patterns across three tabs. But Claude did it in minutes.

The pattern recognition alone (three completely different strategies from three sites selling in the same market) is genuinely valuable output.

The numbers show that Site Y pulls five times the organic traffic of Competitor A and three times that of Competitor B, despite all three competing in the same space.

Competitor A’s second-highest traffic page is a bolt pattern guide on a support subdomain. Competitor B is losing ground fast, with its top category page dropping by 1,184 visits.

If you’re running a competitive analysis and you don’t spot patterns like these, you’re missing the strategic story behind the data.

Apply human judgment

If you were to stop after generating the clusters and comparison chart, you’d have a plausible-looking competitive analysis. But the AI-generated output needs human intervention before you make any strategic decisions.

Check the classifications

Spot-check 10-15% of classifications by visiting the URLs. Correct the taxonomy, and then re-run the comparison. This turns an 85% accurate first draft into one with 95% or higher accuracy.

The β€œconfidence flag” line in the prompt (β€œlist any URLs where you’re less than 80% confident”) saves you from having to guess which ones to check. If you skip this step, the misclassifications can distort your entire competitive profile.

For example, when I checked Claude’s page classifications against the actual live pages, roughly 15% needed correction. It tagged a product comparison page as a blog post. It classified a regional landing page as a category page. And it lumped an FAQ page into the β€œOther” category even though it served as the site’s primary buyer’s guide for a specific product line.

These misclassifications were the kind of accidental calls that come from categorizing URLs by path structure alone, without seeing the page content. For example, if a URL path says /blog/best-off-road-accessories/, AI assistants will call it a blog post even if the page functions as a commercial comparison guide.

Consider the intent

AI assistants can surface data points in seconds, but they can’t make strategic calls for you. Interpreting the data requires understanding your client’s business model, their authority level, and their content capacity.

I’ve seen teams burn an entire content sprint on high-volume informational keywords that drove plenty of traffic and zero leads. If the intent doesn’t match your business goals, the volume is irrelevant.

For example, Competitor A’s second-highest-traffic page is a bolt pattern lookup guide, pulling 1,245 visits per month. Claude flagged this as a content strategy gap for Site Y, since our client had no equivalent utility content.

While this is technically correct, it’s strategically misleading. The bolt pattern guide targets purely informational intent. So, the page builds authority and earns links, but it’s not a commercial driver.

While it can be helpful to create utility content like this, it should be a steady background effort, not a priority sprint. The commercially relevant gaps (product categories, buying guides) come first.

Use this prompt fix:

For each opportunity you flag, check the intent breakdown from the Semrush data. 
If more than 60% of the traffic is informational or navigational intent, flag it separately as "authority builder, not direct conversion driver" so I can prioritize accordingly.

Compare the SERP reality vs. the ranking position

AI assistants work from the position numbers and volume data in your SEO reports. They don’t know what the SERP looks like.

For example, Claude saw that Site Y ranks Position 3 for β€œoff-road roof rack” (22,200 monthly searches, driving 1,443 visits) and treated it as a straightforward optimization opportunity. Push the page to position one, and capture more traffic. Simple.

But in reality, the SERP is packed with rich features: popular products, an image pack, and People Also Ask. The traditional organic blue links appear barely above the fold on desktop and well below the fold on mobile.

Ranking in position one likely wouldn’t deliver the traffic increase you’d normally expect from a 22,200-volume keyword because the SERP features absorb most of the clicks.

For your top five or 10 priority keywords, do a manual SERP check. If the page is dominated by shopping carousels and video results, then a traditional organic push may not be the right play. Instead, a product feed optimization or video content strategy might be more effective.

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Do a gap analysis

Your SEO tool already has a keyword gap report. But a raw list of missing keywords isn’t a strategy.

Use it as a starting point. Then, let AI clusteri those gaps into themes, tiering them by intent and business relevance and turning raw gap data into prioritized actions.

Start with the tool data

We pulled two Semrush Keyword Gap reports comparing Site Y against both competitors. They revealed:

  • Missing keywords: 217 keywords where both competitors rank and Site Y doesn’t appear at all. Combined search volume ~49,700/month.
  • Weak keywords: 106 keywords where Site Y ranks but gets outperformed by both competitors. Combined search volume: ~33,650/month.

Feed the gap data to AI

Use this prompt with your AI assistant:

I'm going to give you two Semrush Keyword Gap reports:
1. MISSING: keywords where both competitors rank and Site Y doesn't
2. WEAK: keywords where Site Y ranks but competitors outrank us

Each row includes: keyword, intent tags, search volume, keyword difficulty, CPC, and the ranking position for each site.

Please:
1. Cluster the keywords into thematic groups (e.g., "bumpers," "roof racks," "overlanding gear," "light bar kits," "torque specs/fitment"). A keyword can only belong to one cluster.
2. For each cluster, provide: number of keywords, total search volume, dominant intent, and average keyword difficulty.
3. Separate the clusters into tiers based on intent:
  - Tier 1 (Commercially relevant): Clusters with predominantly commercial or transactional intent that align with the site's core product/service offering
  - Tier 2 (Adjacent commercial): Clusters that are commercially relevant to the broader market but may not be the site's primary product focus
  - Tier 3 (Authority builders): Clusters with primarily informational or navigational intent that build topical authority but are unlikely to drive direct conversions
  Note: I will review the tier assignments and adjust based on business model fit. AI should make its best guess and flag any clusters where the tier assignment is uncertain.
4. Within each tier, sort by combined search volume
5. Flag any keywords that are branded competitor terms (e.g., a competitor's product or brand name). These are generally not pursuable gaps
6. For the WEAK keywords, separate into "close wins" (Site Y in positions 1-10) vs. "long shots" (Site Y in positions 50+)

Rules:
- Use ONLY the keywords in these exports. Do not suggest keywords not present in the data.
- If intent data is missing or ambiguous, mark it "verify manually" rather than guessing.
- Do not invent search volume or ranking data. If a field is empty, say "not available."

MISSING keywords:
[PASTE]

WEAK keywords:
[PASTE]

When we used this prompt with Claude, clear thematic clusters emerged from the 217 missing keywords:

ClusterKeywordsCombined volumeDominant intentClaude’s tier
Bumpers / skid plates30+~12,000/moCommercial1
Roof racks / cargo systems10+~8,000/moCommercial1
Winches (for sale)15+~5,500/moTransactional1
LED light bar kits12+~3,200/moCommercial1
Overlanding gear / overlanding accessories10+~2,800/moCommercial1
Torque specs / installation guides8+~1,500/moInformational3
Branded competitor terms6+~1,200/moNavigationalSkip

Correct AI’s priorities

This step determines where you spend the next quarter’s content budget, so human judgment is essential.

If you let an AI assistant set your content priorities based purely on search volume and intent labels, you’ll end up chasing someone else’s market instead of dominating your own. Volume is seductive, but business alignment is what drives revenue.

For example, Claude clustered 323 keywords and tiered them by intent in minutes. But it assigned bumpers/skid plates (~12,000/month volume) the same priority as overlanding gear (~2,800/month) because it doesn’t know what Site Y sells.

Without our human override, we may have built our content calendar around the wrong cluster.

ClusterClaude’s tierCorrected tierReasoning
Overlanding gear / overlanding accessories11: Core businessDirectly aligned with Site Y’s primary product line. These are the keywords that drive qualified buyers.
Bumpers / skid plates12: AdjacentHigh volume, commercially relevant to the broader market, and Site Y stocks some of these products. Worth targeting through editorial/guide content over time, but not the priority sprint.
Roof racks / cargo systems12: AdjacentRelated to what Site Y does, but not the core offering.
Winches (for sale)12: AdjacentTransactional intent is appealing, but these are a different product category.
LED light bar kits12: AdjacentRelated market, but not core inventory.
Torque specs / installation guides33: AuthorityInformational content that builds topical relevance. Steady background effort.
Branded competitor termsSkipSkipCan’t realistically win these anytime soon.

Identify small pushes that make big differences

Next, find the low-effort opportunities with the biggest payoffs.

For example, from 106 weak keywords, we separated 17 close wins where Site Y already ranks in positions one through 10. These have real potential:

KeywordVolumeSite Y PositionBest Competitor PositionGap
overlanding accessories1,600312 positions
overlanding gear720312 positions
overlanding roof rack720413 positions
overlanding accessory kit590312 positions
overlanding storage system390312 positions
overland vehicle accessories320312 positions
overland accessories260312 positions
overlanding cargo rack210312 positions

Site Y sits at position three across virtually every β€œoverlanding” variant, while Competitor A holds position one. These are optimization opportunities. A focused push toward better on-page targeting, internal linking adjustments, and content updates incorporating β€œoverlanding” language more explicitly could flip several of these to position one or two.

That’s a different action than writing a new page. Claude would have defaulted to the latter if we hadn’t split the data into close wins and long shots.

Factor in authority context

As a final validation step, pull the backlink profiles for your competitors.

When we did this, we found that both had relatively thin link profiles. Competitor B had 199 backlinks with an average page authority score of just 1.1 (on Semrush’s 0-100 scale), while Competitor A had 128 backlinks, averaging a 3.1 authority score. The highest quality links for both came from the same handful of overlanding and off-road vehicle publications.

The most-linked pages and the top organic pages barely overlapped for either competitor. Only the homepages appeared in both lists.

Competitor B’s top backlinks pointed to product pages, while its top organic traffic came from category pages. Competitor A’s best links came from editorial features, while their organic traffic was dominated by the homepage and a support page.

This tells us their organic rankings are driven more by topical relevance and on-page SEO than by direct link equity to individual pages. It means the keyword gaps we identified are likely winnable through content and optimization rather than requiring a major link building campaign.

Turn the gap analysis into a brief

Use your competitor analysis to draft a content brief with AI. Input this prompt:

Based on the gap analysis we ran, [DESCRIBE PRIORITY CLUSTER] emerged as a priority. Draft a content brief for optimizing the existing presence and/or creating a new page to capture this cluster.

Include:
1. Primary and secondary target keywords (from our data only)
2. Recommended page type and format (based on what's currently ranking for these terms)
3. Content structure with suggested H2s
4. Content elements the ranking competitors include that our page should match or exceed
5. Estimated word count range based on competing content

Then, in a separate section called "Differentiation: For Human Review," suggest 3 possible angles that would make this page genuinely different from what already ranks. These are suggestions for me to evaluate, not final decisions.

Before finalizing the brief, cross-reference the target keywords against Site Y's existing pages export. Flag any existing pages that already rank for or target similar keywords. These are potential cannibalization risks that need to be resolved before creating new content.

Rules:
- Do not fabricate competitor content details. Base element recommendations on what we know from our data (URLs, page types, keyword footprints)
- If you need information you don't have (e.g., actual competitor page content), say "manual review needed: [specific thing to check]" rather than guessing

From this prompt, Claude drafted a clean brief with target keywords from our data, recommended format (long-form guide with product integration), and an H2 structure.

It also performed a cannibalization check. Because we added a cross-reference line to the prompt, Claude flagged that Site Y already had a related page pulling 838 visits. If we’d created a new page without checking, it would have competed with the existing page. That one line in the prompt saved us from unnecessary internal competition.

But the differentiation section needed human input. Only someone who knows Site Y’s brand voice and customer objections could pick the right angle from these suggested options:

  • First-hand testing and review angle:Β Site Y installs and tests these products, so they can show real usage via trail tests, installation photos, and customer experiences.
  • Comparison angle: What’s the difference between overlanding versus off-road? This directly addresses the keyword overlap we noticed in the gap data.
  • Buyer qualification angle: Who needs overlanding gear versus who would be fine with standard off-road accessories?

The experience signals (actual trail tests, customer stories, installation details) also need substantial human oversight. This is where Google’s emphasis on experience, expertise, authoritativeness, and trustworthiness meets practical execution. If you don’t have genuine first-hand experience to draw on, no amount of keyword optimization will close that gap.

Run through a validation checklist

Before you act on any AI-assisted competitor analysis, go through this checklist to prevent the most common errors.

Data validation

  • Base all analysis on tool exports (Semrush, Ahrefs, Screaming Frog), not AI-generated estimates.
  • Check for export dates (if data is older than 90 days, recent algorithm updates or market shifts may have changed the picture).
  • Use a meaningful sample size (top 50+ pages per competitor, not just top 10).
  • Include both Pages and Positions exports.

Classification validation

  • Spot-check 10-15% of the AI assistant’s page type and topic classifications against live pages.
  • Correct any misclassifications and re-run the comparison.
  • Check whether AI created overly granular or overly broad categories.
  • Verify that pages on subdomains or unusual URL structures were classified correctly.

Intent validation

  • Check intent tags (not just search volume) on all flagged opportunities.
  • Separate commercially relevant gaps from informational and authority-building gaps.
  • Verify intent interpretation with a manual SERP check on your top three to five priority keywords.
  • Make a conscious decision to pursue, defer, or skip high-volume informational keywords.

Prioritization validation

  • Confirm your AI assistant’s priority ranking aligns with your business goals, not just search volume.
  • Check whether the product or service matches what you sell if a cluster looks like tier one based on volume alone.
  • Determine if opportunities are achievable given site authority and content resources.
  • Confirm no opportunities are branded competitor terms you can’t realistically win.
  • Check whether a gap is better addressed by optimizing existing content versus creating new content.

Brief validation

  • Choose a differentiation angle for AI-generated briefs (not just keywords and structure).
  • Verify the recommended content format matches what ranks in SERPs.
  • Confirm the brief doesn’t target keywords that your own site already ranks for.
  • Identify E-E-A-T signals and determine what original content the page needs that AI can’t generate.

The shift to AI-assisted SEO competitor analysis

AI tools have changed where you spend your time when conducting a competitor analysis. The data gathering, clustering, cross-referencing, and initial synthesis that used to consume most of your time? AI handles that efficiently.

Instead, AI assistants free up thinking time. Now, you can spend that time on the parts that determine whether your analysis leads to results: interpreting intent, validating classifications, and making strategic calls about what’s worth pursuing and what’s a distraction.

AI safety risk: How Best-of-N jailbreaking bypasses safeguards

AI safety risk- How Best-of-N jailbreaking bypasses safeguards

As artificial intelligence integrates deeper into our workflows, understanding its vulnerabilities is critical. A recently exposed vulnerability known as Best-of-N (BoN) jailbreaking has redefined how we view AI safety.Β 

Here’s a breakdown of BoN jailbreaking, how the attack works, and why it creates real risk for your data, brand, and the AI tools you rely on.

First, a quick vocabulary check

Before getting into BoN, there are two terms you need to actually understand, not just nod at.

  • Brute force attack: Imagine trying to crack a four-digit PIN by starting at 0000, then 0001, then 0002, all the way to 9999. No cleverness, no strategy, just trying every single combination until one works. That’s brute force. It’s dumb, slow, and works disturbingly often if nobody stops it.
  • Stochastic: This just means random, or more precisely, probabilistic. AI models are stochastic because they don’t produce the exact same output every time you ask the same question. There’s built-in variability in how they generate responses. That’s by design. It’s what makes AI feel less robotic. It’s also a liability.

What is Best-of-N jailbreaking?

BoN is brute force, but smarter. Instead of trying every possible combination from scratch, it exploits the built-in randomness of AI models.Β 

The logic is simple: if an AI gives slightly different answers every time, and some of those answers slip past its own safety rules, then the attacker just needs to ask enough times, in enough slightly different ways, until one version of the question gets the forbidden answer through.

That’s not just a technical edge case. It means safeguards can be bypassed at scale, with direct implications for how your team uses AI tools every day.

Diagram showing a single prompt splitting into five noisy variations β€” including random capitalization, character substitution, extra spaces, typos, and filler tokens β€” with one variant breaking through an AI safety filter

The research behind this technique describes it as a β€œsimple black-box algorithm.” Black-box means the attacker doesn’t need to see inside the model. No access to the code, no insider knowledge required. They’re working from the outside, just like any regular user would.

Think of it like a kid asking for candy when you’ve already said no. The first β€œno” doesn’t stop them. They rephrase, change their tone, ask at a slightly different moment, and try from a different angle.Β 

They ask another adult or wear you down, not by finding a magic phrase, but by generating enough variations that eventually one lands at the exact moment your patience runs out. BoN is that kid, automated, running thousands of variations per minute.

How the attack works β€” and how easy it is to set up

This is the part that should make you uncomfortable, because it shows how little effort it takes to turn this into a real-world risk. The setup isn’t sophisticated.

Three-column diagram showing how Best-of-N jailbreaking adapts by modality: text attacks use random capitalization, character scrambling, and typos; image attacks change background color, font, or text position; audio attacks adjust pitch, speed, or background noise

Step 1: AugmentationΒ 

The attacker takes a forbidden prompt, something the AI is trained to refuse, and generates hundreds or thousands of variations.Β 

Not clever rewrites, just noise: random capitalization (HoW Do I…), scrambled characters, inserted typos, and meaningless filler tokens.Β 

Ugly, broken-looking text that a human would immediately recognize as weird, but that an AI processes token by token.

Step 2: BombardmentΒ 

All those variations get sent to the model simultaneously, or in rapid succession, using a simple script. This isn’t a complex operation.Β 

Anyone with basic Python knowledge and access to an API can automate this. The compute cost is low. The barrier to entry is lower than most people assume.

Step 3: SelectionΒ 

An automated grader, often just another LLM, scans all the outputs and flags the one response that bypassed the safety filter and delivered the restricted content. The attacker doesn’t read thousands of responses. The second AI does the screening for them.

That’s the full attack. No special hardware, no insider access, and no advanced degree in machine learning.

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The numbers behind BoN

The original research clocked an 89% attack success rate on GPT-4o and 78% on Claude 3.5 Sonnet when running 10,000 augmented prompt variations.Β 

With just 100 variations, Claude 3.5 Sonnet still failed 41% of the time. This didn’t quietly fade into the research archives when the models got updated. It was presented as a poster at NeurIPS in December 2025.Β 

NeurIPS is the most prestigious machine learning conference in the world. And the attack has only gotten faster. Newer BoN-based techniques can now achieve comparable success rates while cutting the time to attack from hours to seconds.

Meanwhile, OWASP, the gold standard for cybersecurity risk rankings, listed prompt injection, the category BoN falls under, as the No. 1 vulnerability in their 2025 LLM Top 10.Β 

The success rate also follows a predictable power-law curve, meaning attackers can mathematically forecast how many attempts they need before they break through.Β 

Forget luck, we’re talking about a calibrated, scalable operation. BoN also works across all modalities: text, images (change the font, background, and color), and audio (adjust pitch, speed, and background noise). Every format and frontier model tested.

Why it’s a marketing and branding problem

Cybersecurity and marketing used to be separate conversations. AI collapsed that boundary and put brand risk directly inside your AI workflows.

Safety filters are porous, not protective

The research is unambiguous: given enough augmented attempts, some will get through. This applies to every AI tool in your stack, whether it’s internal, customer-facing, or embedded in your content workflows.

Your prompt inputs carry legal risk

When your team pastes a client brief, a competitor’s ad copy, or licensed third-party content into a prompt to β€œget AI help,” you’re introducing material that could later be extracted.Β 

BoN jailbreaking demonstrates that copyrighted content can be physically retrieved from model weights under the right conditions. If an AI can reproduce verbatim text when sufficiently probed, that content is encoded in there. The safety filter was the only thing standing between it and the output.

Brand exposure through your own AI tools

If someone uses BoN to jailbreak an AI tool your brand has deployed, a customer chatbot, or a content generation tool and extracts harmful, offensive, or legally compromising output, the story doesn’t start with β€œAI was jailbroken.” It starts with your brand name. You know this, journalists know this, and social media content creators know this.

Attack composition makes this worseΒ 

BoN doesn’t operate alone. Combining it with a β€œprefix attack,” a carefully crafted phrase attached to the start of each prompt, boosted success rates by an additional 35% while requiring fewer attempts. The technique actively evolves toward greater efficiency.

What you should do now

Audit what goes into your prompts

Treat prompt inputs with the same sensitivity you’d apply to data under GDPR. Licensed content, client briefs, proprietary information β€” none of it belongs in a third-party AI tool without a clear data policy from the vendor.

Stop treating safety filters as compliance

If your AI vendor says the model is safe and that settles it for you, you’ve outsourced your risk assessment to the party that profits from minimizing it. Output monitoring, anomaly detection on request volume spikes, and continuous red-teaming are due diligence.

Understand that the attack surface spans every modality

Text, image, and audio. BoN applies across all of them. If your brand uses any AI-powered tool that handles user inputs in multiple formats, the vulnerability applies.

Flowchart of a Best-of-N attack in three steps: Step 1 Augmentation turns one prompt into N noisy variations; Step 2 Bombardment sends all variations to the AI simultaneously; Step 3 Selection uses an automated grader to find the response that bypassed the safety filter

Log everything

Prompts in, outputs out. If an incident happens, legal will ask what the model was given and what it produced. Without logs, you have no defense and no evidence.

What BoN jailbreaking reveals about AI safety limits

The same built-in randomness that makes AI useful for creative and marketing work makes it exploitable at scale. BoN jailbreaking is an active, validated, and accelerating threat that the cybersecurity community is racing to defend against.Β 

Most marketing teams haven’t yet priced in the brand, legal, and reputational stakes. The ones that do first will build defensible practices before they need them. The rest will learn it through an incident they didn’t see coming, and won’t be able to explain after the fact.

Industry faces β€œacute” CPU shortage with hope that Intel 18A yields improve

Industry hopes that Intel 18A can alleviate CPU shortages The world isn’t just facing a memory shortage; it’s also facing a CPU shortage. Intel is currently capacity-limited, meaning it cannot make enough CPUs to meet demand. AI datacenter demand is driving sales of large Xeon processors, making some of Intel’s other CPUs scarce. According to […]

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(PR) Gigabyte Collaborates with NVIDIA on GeForce RTX 50 Series and Pragmata Bundle

Gigabyte, the world's leading computer brand, announces the collaboration with NVIDIA for the PRAGMATA GeForce RTX 50 Series game bundle across eligible graphics cards, desktops, and laptops powered by NVIDIA GeForce RTX 5070 or above GPUs and Laptop GPUs. Powered by NVIDIA Blackwell architecture, the GeForce RTX 50 Series GPUs bring game-changing capabilities to gamers. Equipped with a massive level of AI horsepower, the RTX 50 Series enables new experiences and next-level graphics fidelity. Combined with Gigabyte's cutting-edge cooling designs, the bundle aims to unleash smoother gameplay and a more immersive PRAGMATA gaming experience.

The GeForce RTX 50 Series GPUs leverage a trio of key technologies to elevate gameplay. Path tracing simulates the physical behavior of light to deliver photorealistic and real-time 3D graphics. Alongside NVIDIA's suite of neural rendering technologies, NVIDIA DLSS 4 leverages AI technologies to boost FPS, reduce latency, and enhance image quality, while NVIDIA Reflex further reduces system latency for more responsive control.

(PR) GMKtec Launches NucBox G11 Mini PC with Dual 2.5G LAN and Local AI Capabilities

GMKtec has officially launched the NucBox G11, a compact mini PC powered by AMD's embedded Ryzen platform, targeting users looking for an affordable solution for home computing, edge AI workloads, and business deployment.

Starting at just $169, the G11 stands out in the entry-level mini PC segment by offering dual 2.5GbE ports, Wi-Fi 6E, and support for up to 16 TB of storage, making it suitable for networking, local servers, and lightweight AI inference tasks.

AMD Ryzen 9 9950X3D2 Dual Edition CPU Is Now Available – The Fastest Dual X3D Stacked Chip On The Planet

AMD Ryzen 9 9950X3D2 Dual Edition CPU Is Now Available - The Fastest Dual X3D Stacked Chip On The Planet

AMD has officially launched its first dual 3D V-Cache CPU, the Ryzen 9 9950X3D2 Dual Edition, offering a massive 208 MB cache at $899. AMD's Ryzen 9 9950X3D2 Dual Edition: Dual 3D V-Cache CPU Tiles Offering A Massive 208 MB Cache, Now Available at $899 A dual 3D V-Cache CPU from AMD has been expected for a while. The company has made prototypes of such chips with their Zen 4 architecture, but has stuck to a singular stack design till now. The rumors of an ultimate dual CCD and dual stacked X3D chip started floating on the internet back in […]

Read full article at https://wccftech.com/amd-ryzen-9-9950x3d2-dual-edition-cpu-now-available-899-usd/

Google Bets On The Agentic AI Era With Its AI Hypercomputer, Merges 8th-Gen TPUs, NVIDIA Rubin, & Axion CPUs Together

Google Bets On The Agentic AI Era With Its AI Hypercomputer, Merges 8th-Gen TPUs, NVIDIA Rubin, & Axion CPUs Together

Google has announced the AI Hypercomputer, which brings together TPUv8 series, NVIDIA Rubin, & Axion CPUs to power the Agentic AI era. Google Cloud Next 26: AI Hypercomputer Announcement Gives Agentic AI The Next Push, Leverages In-House TPUs, CPUs & Scales Beyond With NVIDIA Rubin Gone are the days of supercomputers; the Agentic AI era will be all about hypercomputers, which will combine various compute options to deliver customers the most flexible and performant AI architecture ever built. Today, at Google's Cloud Next 26 event, the company formally announced its AI Hypercomputer. The new high-performance computing datacenter for Agentic AI […]

Read full article at https://wccftech.com/google-unveils-the-heart-of-agentic-ai-the-ai-hypercomputer-8th-gen-tpus-nvidia-rubin-axion-cpus/

Tenstorrent’s Optimized AI Model, Running on Blackhole Servers, Generates 5-Sec Video In Just 2.4 Seconds

Tenstorrent's Optimized AI Model, Trained on Blackhole Servers, Generates Videos Faster Than Real-Time

Tenstorrent has previewed its optimized AI model, which is powered by the Blackhole servers, offering blazing-fast video generation speeds. Video Generation In The Blink of an Eye, Tenstorrent Achieves Real-Time Video Processing Speeds With New AI Model Running on Blackhole AI Video Generation takes a good amount of time; essentially, the faster your hardware, the faster you'll be able to generate videos. While the process has gotten efficient, Tenstorrent is taking things to the next level. The company previewed its upcoming AI model, Wan2.2-14B, which is trained on 14 billion parameters within servers running several hundred Blackhole accelerators. And the […]

Read full article at https://wccftech.com/tenstorrent-ai-model-blackhole-servers-generates-videos-faster-than-real-time/

MediaTek Abruptly Pulled From Computex 2026 Keynote Slot, Handing NVIDIA The Stage For Its N1 Laptop SoC Reveal

A Lenovo laptop is shown next to an NVIDIA N1X processor against a fiery abstract background.

With the unexpected cancellation of MediaTek keynote, all eyes will be on NVIDIA's Jensen's presentation, possibly revealing the N1 Laptop SoC. Taitra Cancels MediaTek Rick Tsai's Computex Keynote Unexpectedly Ahead of the Event; NVIDIA Likely to Unveil the N1/N1X SoC for Low-Power Gaming Laptops We have all been waiting for NVIDIA to reveal its N1/N1X SoC that will power the next generation of low-power gaming laptops, positioning itself as a strong competitor against AMD and Intel in the mainstream segment. We are interested to know how the NVIDIA-MediaTek collaboration will shape up the laptop market since the N1X SoC is […]

Read full article at https://wccftech.com/mediatek-abruptly-pulled-from-computex-2026-keynote-slot-handing-nvidia-the-stage/

Microsoft facing $2.8 billion UK lawsuit for overcharging 60,000 businesses using Microsoft Server on other clouds β€” Azure users allegedly received lower wholesale pricing

A lawsuit alleging the company is overcharging Windows Server for non-Azure users has been certified to proceed to trial, although Microsoft is still appealing the decision. The lawyer handling the case alleges that the claim affects almost 60,000 businesses and is worth about $2.8 billion.

Redactify – Scan files locally and permanently redact PII and hidden metadata


Redactify is a tool for your Mac that finds and removes personally identifiable information in documents. Drag and drop files to scan, irreversibly black out sensitive content, and strip hidden coordinates and timestamps. It runs entirely offline with no servers, subscriptions, or internet connection. The app flattens PDFs into image-only pages so text extraction is impossible, delivering hardened, shareable documents.

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Material Lab – Get ranked material recommendations with real-time trade-off analysis


Material Lab helps engineers quickly find the right material from a library of over 10,000 options. Describe your requirements, add property constraints, or upload technical specs; the platform extracts key properties, runs real-time analysis, and delivers ranked recommendations with clear trade-off insights in about 30 seconds. Engineers across industries use Material Lab to reduce research time, compare candidates objectively, and select materials that meet performance, cost, and compliance needs with confidence.

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Why ugly ads outperform polished creative and how to test them

Why ugly ads outperform polished creative and how to test them

You’ve been told to follow a familiar set of rules for years: always use high-quality creative, keep your brand polished, stay scripted, and follow platform-recommended formats.

If you’ve been in ad accounts lately or browsing feeds, you may have noticed something. Attention-grabbing ads don’t always follow those rules. They’re scrappier, less polished, and sometimes even called β€œugly ads.” The beauty is that they’re coming out on top.

More brands are breaking best practices on purpose to stand out. After all, best practices are an average of what worked best for everyone else in the last six months, give or take. By the time a tactic becomes a platform-recommended rule, the edge has already been sanded off.

That’s why breaking best practices works β€” but only if you understand what’s behind them.

Why breaking best practices leads to better-performing ads

Before getting into what to change, it helps to understand why the rules exist in the first place. Platforms like Meta and TikTok have a dual incentive:Β 

  • They want you to spend money on advertising.
  • They want users to stay engaged on their platforms.Β 

The best practices they promote are designed to create a frictionless experience, pushing ads to look and behave like ads.Β 

The problem is that what feels familiar eventually becomes invisible. When you follow the rules too closely, your ads blend into the background noise users have trained themselves to ignore.

High-production ads signal β€œthis is an ad” almost instantly, triggering a skip reflex before your hook lands. When your ad looks like something a friend might send, the brain’s defenses stay down just a bit longer, and that can be the difference between a scroll and a conversion.

That’s why many of the top-performing ads today don’t look polished or on-brand in the traditional sense. They interrupt patterns instead. Think:

  • Grainy phone footage.Β 
  • Notes app screenshots.
  • Green-screened reaction or commentary videos.
  • Other lo-fi formats are outperforming studio-grade creative.Β 

To apply this, intentionally lower your production value and experiment with formats like point-of-view (POV) shots tailored to different personas.

Dig deeper: TikTok ad creative has a shorter shelf life. Here’s how to keep up

Founder-led ads: The return of the human

Many brands have guidelines designed to make the company look faceless and invincible. They may not want to show a messy, lived-in office, a founder who hasn’t been professionally coached, or anything that breaks a tight, corporate script. But others are tossing that playbook and leaning into founder-led ads that aren’t the polished executive-profile version that was more common.

There’s a catch.

Rule-breaking only works if it’s authentic. If you fake it, the web will spot it in seconds, and it won’t land the way you expect. We saw this play out in a viral series of videos where McDonald’s CEO appeared in a promotional spot to introduce a new burger.Β 

As highlighted in a Dineline video, the execution felt stiff and staged. The CEO carefully lifted the burger, looked into the camera, called it a β€œproduct,” and took a small bite from the edge. People online quickly pointed out that it didn’t look like he actually liked the food, so why should consumers?

Soon after, Burger King entered the conversation, and its president appeared in one of its kitchens holding a burger with a completely different tone. No hesitation, no corporate pauses β€” just a big, genuine bite.Β 

The lesson is clear: One felt like a product presentation, and the other felt like a real moment.

If your leadership, your founder, and your team don’t look genuinely excited about what they’re selling, your customers won’t be either. Rule-breaking should give you the courage to be real, not just β€œunpolished” for the sake of it.

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The comment hook hijack

You’ve likely seen β€” and maybe used β€” a video hook best practice like β€œshow the product in the first two seconds and state the value prop clearly.” Sound familiar?Β 

Your ad starts with a screenshot of a negative comment. Let’s say you have a skincare ad that opens with a text bubble: β€œThis probably smells like old socks, and does it even work?” Your founder then spends the next 15-20 seconds smiling, proving it wrong in an unscripted, unpolished way, while applying the product.

Using the platform’s native comment bubble and opening with conflict breaks your brand’s positive-association rule, but you’ll gain attention by tapping into users’ natural tendency to watch a digital argument.Β 

By the time viewers realize it’s an ad, they’ve already heard your main points and may be on their way to trying the product. Effective advertising still relies on psychology, but now it requires understanding user behavior and how algorithms work.

The rebel’s safety net

Don’t delete all your polished assets just yet.

Breaking the rules is strategic. When it fails, it’s often because the β€œ80/20 rule” gets overlooked.

Shifting your entire budget to shaky phone footage overnight isn’t the move. Maintain a baseline of about 80%, and use the remaining 20% to test new, unconventional ads. Standing out doesn’t mean producing bad advertising.

Give these a try in your next test campaign:

  • The silent test: Skip trending audio and run a fully silent ad with large, bold captions. In a noisy feed, silence can interrupt patterns.
  • The UI ghost: Create a static image that looks like a platform notification or a low-battery warning, if relevant. It may annoy some viewers, but it can stop the scroll.
  • The algorithmic trust fall: Turn off auto-optimizations in one campaign and use broad targeting if you aren’t already. Let your ugly creative do the filtering. You may find the algorithm performs better when you remove manual guardrails.

Don’t follow the rules, understand them

Best practices are a starting point, not a strategy. If you’re going to move beyond them, do it systematically.Β 

Start with the rule, understand why it exists, ask whether it still applies, and then test the opposite in a structured way. Compare polished and lo-fi, scripted and unscripted, and brand voice and personal voice.

In a feed full of brands playing it safe, those who understand the rules β€” and how to break them intentionally β€” are the ones getting attention and conversions. Focus on learning faster than everyone else. Skip the guesswork.

Apple to drop Intel CPU support with MacOS 27

Apple’s MacOS 27 will be Apple Silicon Only – claims leaker Apple’s next version of MacOS, MacOS 27, will reportedly launch without support for older Intel-based Macs. This makes the new version of MacOS the first to support only Apple Silicon devices, completing Apple’s transition to its own processors. MacOS 26 β€œTahoe” will be the […]

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Lotus Wiper Malware Targets Venezuelan Energy Systems in Destructive Attack

Cybersecurity researchers have discovered a previously undocumented data wiper that has been used in attacks targeting Venezuela at the end of last year and the start of 2026. Dubbed Lotus Wiper, the novel file wiper has been used in a destructive campaign targeting the energy and utilities sector in Venezuela, per findings from Kaspersky. "Two batch scripts are responsible for initiating the

Toxic Combinations: When Cross-App Permissions Stack into Risk

On January 31, 2026, researchers disclosed that Moltbook, a social network built for AI agents, had left its database wide open, exposing 35,000 email addresses and 1.5 million agent API tokens across 770,000 active agents. The more worrying part sat inside the private messages. Some of those conversations held plaintext third-party credentials, including OpenAI API keys shared between agents,

(PR) InWin Announces COVALENT Full Tower Chassis

In Win Development Inc. (InWin) announces the COVALENT full-tower chassis, engineered for high-performance computing, AI applications, and professional workstation environments. Built on a modular architecture with expansive internal capacity, COVALENT combines efficient thermal engineering with a refined industrial aesthetic to support sustained, high-demand workloads.

Balanced Design for Performance and Versatility
COVALENT is available with either tempered glass or solid metal side panel options. The tempered glass edition highlights internal components and ARGB lighting, while the metal panels offer a more understated appearance with enhanced structural strength and thermal performance. A vertically slotted front panel improves airflow intake, helping maintain consistent cooling during extended workloads.

(PR) Sennheiser Launches the Closed-Back HD 480 PRO Headphones

With the HD 480 PRO, Sennheiser today launches its top-of-the-range closed-back headphones for studio and live environments. Designed with the utmost care and precision, they eliminate the two most-cited pain points of closed-back headphones by delivering a tight, accurate bass reproduction and ensuring supreme comfort for audio professionals tasked with recording, tracking, or monitoring in the studio, in live audio environments or on the move.

Delivering where other closed-backs fail
With closed-back headphones, a good reproduction of the low-end is usually difficult to achieve. "This is where the HD 480 PRO excel. Compared to other closed-back headphones, they are a lot tighter on the bass, their low-end is super-accurate and realistic," notes Jimmy R. Landry, Category Market Manager, Music Industry at Sennheiser.

(PR) Samsung Display's QD-OLED Receives UL Verification for Viewing Angle Performance

Samsung Display announced today that its QD-OLED panels for TVs and monitors have received verification from UL Solutions, a global leader in applied safety science, for their viewing angle performance under the 'Quantum View' standard.

'Quantum View' is a verification program that evaluates changes in luminance and color coordinates as the viewing angle shifts from the front in 10-degree increments up to 60 degrees. According to the assessment results, Samsung Display's QD-OLED panels maintained above 60% of front-facing luminance even at a 60-degree angle, while color shift remained below 0.012, indicating minimal change.

WooCommerce Stores Can Now Sell Products Via YouTube Videos

Google and WooCommerce announced today that the Google for WooCommerce extension now enables merchants to sell products directly through YouTube. The update connects WooCommerce stores to YouTube channels enabling them to tap into 2.7 billion shoppers. Merchants can tag products in videos and Shorts, where they appear as shoppable cards during playback and in a dedicated shopping tab on the channel. The cards are pulled from the merchant’s existing product catalog They stay synced automatically through Google Merchant Center The same data is reused across YouTube, Shopping, and ads Connect WooCommerce Stores To YouTube Shoppers WooCommerce is an open source […]

The post WooCommerce Stores Can Now Sell Products Via YouTube Videos appeared first on Search Engine Journal.

Former Samsung Engineer Gets 7 Years in Prison After Selling Core DRAM Secrets to China’s CXMT for $2 Million

A digital rendering shows HBM3 memory chips with logos of Samsung, SK Hynix, and CXMT floating above a server room.

The view that China-based CXMT's DRAM-related prowess is largely built on stolen IP from Samsung and other major memory players has gained a hefty patina of authenticity after a spate of troubling incidents of corporate espionage. The latest bout of comeuppance has now resulted in a 7-year prison sentence for a former Samsung employee, who was recently found guilty of leaking core DRAM tech to CXMT for $2 million. A former Samsung engineer is now heading to prison for leaking core DRAM tech to China's CXMT for $2 million Today, a court in Seoul has sentenced Jeon Mo, a former […]

Read full article at https://wccftech.com/former-samsung-engineer-gets-7-years-in-prison-after-selling-core-dram-secrets-to-chinas-cxmt-for-2-million/

MSI Pushes 128 GB DDR5 to 9400 MT/s on X870E Unify-X MAX, Hints Bigger Gains With Next-Gen Ryzen

A close-up of an MSI Unify X motherboard showing its sleek design and cooling components.

MSI demonstrated the DDR5 memory overclocking capabilities of its MEG X870E Unify-X MAX board with an upcoming BIOS while hinting at improved OC with future Ryzen CPUs. MSI's Newest X870E Unify-X MAX BIOS Pushes 128 GB 2-Rank DDR5 Memory To 9400 MT/s Speeds Toppc, MSI's in-house overclocker and engineer of the motherboard division, has once again showcased the OC capabilities of the latest AM5 MAX series motherboards. The overclocker used the brand new MSI MEG X870E Unify-X MAX motherboard, which is a top-of-the-line, enthusiast-grade design for overclockers and enthusiasts. The motherboard features a 2-DIMM layout for enhanced memory overclocking and […]

Read full article at https://wccftech.com/msi-pushes-128-gb-ddr5-9400-mtps-on-x870e-unify-x-max-bigger-gains-next-gen-ryzen/

Microsoft Patches Critical ASP.NET Core CVE-2026-40372 Privilege Escalation Bug

Microsoft has released out-of-band updates to address a security vulnerability in ASP.NET Core that could allow an attacker to escalate privileges. The vulnerability, tracked as CVE-2026-40372, carries a CVSS score of 9.1 out of 10.0. It's rated Important in severity. An anonymous researcher has been credited with discovering and reporting the flaw. "Improper verification of cryptographic

Nvidia launches its DLSS 4.5 SDK for game developers with 6x and Dynamic Frame Generation support

Nvidia’s new DLSS SDK delivers 6x Frame Generation and Dynamic Frame Generation to game developers NVIDIA has officially released its DLSS 4.5 SDK, giving game developers direct access to the company’s newest Super Resolution and Frame Generation technologies. With their newest update, developers have been given access to DLSS 5x and 6x Multi Frame Generation […]

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Xbox delivers major Xbox Game Pass price drop, but there’s a trade-off

Microsoft cuts Call of Duty to slash Xbox Game Pass pricing Microsoft has unveiled a major price slash for Xbox Game Pass Ultimate and PC Game Pass. The monthly price of Xbox Game Pass Ultimate has been slashed from $29.99 to $22.99, and the price of PC Game Pass has dropped from $16.49 to $13.99. […]

The post Xbox delivers major Xbox Game Pass price drop, but there’s a trade-off appeared first on OC3D.

Marathon Remains SteamDB’s #1 Most Searched Game, Yet ARC Raiders is Winning the Extraction Shooters War by 5x the Players

In a split-screen image, characters from Marathon and ARC Raiders are seen on the left navigating a forest with futuristic helmets and gear, while on the right, a character in an orange suit fires at a drone near a concrete structure in a desert-like environment.

Following its delay from 2025, Bungie's Marathon launched last month on PC and PlayStation 5. While the game was generally well received, with our own David Carcasole awarding it a 9 out of 10 score in his review, the extraction shooter by the makers of Halo and Destiny did not manage to become a smashing success at launch, and its player base is continuing to contract despite Bungie providing solid support so far. However, for some reason, the game has become the most searched game on SteamDB since its launch. As spotted on Reddit by user Anihalation, Marathon has been […]

Read full article at https://wccftech.com/marathon-steamdb-1-most-searched-arc-raiders-winning/

Xbox Project Helix Could Be Worth Like a $3,000 Gaming PC, Says Leaker: β€œThat’s Disruptive”

The image shows the logos of Xbox, AMD, and 'Project Helix' against a black background.

In the latest episode of the Broken Silicon podcast, leaker Moore's Law Is Dead claimed that the next Xbox console, codenamed Project Helix, could be as disruptive as Apple's new MacBook Neo due to its sheer value, which MLID likened to a two or even three-thousand-dollar gaming PC: Project Helix is basically a high-end PC, even using the same silicon as AMD's 70 or maybe 80 class RDNA5 GPU is. It isn't an ultra level of PC hardware, but still far more power than consoles usually have. It will have the biggest APU in console history. I think over 400 […]

Read full article at https://wccftech.com/xbox-project-helix-3000-gaming-pc-value/

OpenAI Patent Reveals Custom AI Chip With 20 HBM Stacks, Using Intel EMIB-Style Bridges to Smash Current Limits

OpenAI Patent Reveals Custom AI Chip With 20 HBM Stacks, Using Intel EMIB-Style Bridges to Smash Current Limits

OpenAI has published a new patent in which it discloses an AI chip housing several compute chiplets, surrounded by a large number of HBM memory stacks. One Compute Chiplet, Several HBM Memory Stacks: This Could Be OpenAI's Future AI Chip Plans In a new patent titled "Non-Adjacent Connection of High-Bandwidth Memory Chiplets, I/O Chiplets, And Compute Chiplets Through Embedded Logic Bridges", OpenAI shares plans for an AI chip solution that is going to house several HBM chiplets and compute chiplets, all connected using Embedded Logic Bridges. The research proposes the idea of leveraging these embedded logic bridges for high-speed interconnects […]

Read full article at https://wccftech.com/openai-patent-custom-ai-chip-hbm-memory-stacks-using-intel-emib-like-bridges/

Xbox Game Pass Could Ditch the Netflix Model for Cable-Style Flexibility, as Microsoft Weighs a Pick-Your-Own-Plan Overhaul

The image shows the logo for 'Xbox Game Pass' prominently displayed with various video game covers and an Xbox controller in the background.

Amidst constant news of price increases for gaming hardware and services, Microsoft did the unexpected yesterday by lowering the price of Xbox Game Pass Ultimate, which had become too expensive for too many players, according to Xbox head Asha Sharma, at the cost of new Call of Duty games that will only hit the service one year after their launch. Reportedly, this is only the beginning, as according to Windows Central's Jez Corden, Microsoft's long-term goal for its subscription service is flexibility. "Microsoft sources tell me that the longer-term goal for Xbox Game Pass is to make it more flexible," […]

Read full article at https://wccftech.com/xbox-game-pass-ditch-netflix-model-pick-your-plan/

Zedly AI – Get OpenClaw running fast with containerized, agent-assisted setup


Zedly gets OpenClaw running on your machine in one session. It delivers a signed Docker container and an agent-assisted setup that configures LLM providers, model routing, and plugins, then installs Shield for PII redaction and audit logging. Run via a secure outbound tunnel with full local control on macOS, Windows, or Linux, and launch vetted workflows with backups and monitoring. Manage multiple instances with a fleet dashboard and schedule runs without touching your host OS.

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EasyWill – Create a UAE-legal will online with court registration and compliance


EasyWill helps expats and investors create legally valid UAE wills fully online with official court registration. Users complete a guided questionnaire, and the platform generates a compliant will in their preferred language, with translation, notarization by the Abu Dhabi Judicial Department, and official filing.

EasyWill simplifies estate planning by letting users protect property, bank accounts, and business interests, appoint guardians and executors, and securely manage updates via a centralized dashboard. Transparent, all-inclusive pricing ensures clarity and peace of mind.

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Mustang Panda’s New LOTUSLITE Variant Targets India Banks, South Korea Policy Circles

Cybersecurity researchers have discovered a new variant of a known malware called LOTUSLITE that's distributed via a theme related to India's banking sector. "The backdoor communicates with a dynamic DNS-based command-and-control server over HTTPS and supports remote shell access, file operations, and session management, indicating a continued espionage-focused capability set rather than

Cohere AI Terrarium Sandbox Flaw Enables Root Code Execution, Container Escape

A critical security vulnerability has been disclosed in a Python-based sandbox called Terrarium that could result in arbitrary code execution. The vulnerability, tracked as CVE-2026-5752, is rated 9.3 on the CVSS scoring system. "Sandbox escape vulnerability in Terrarium allows arbitrary code execution with root privileges on a host process via JavaScript prototype chain traversal," according to

Why UPDF Is One of the Most Practical Adobe Alternatives Right Now

PDF software does not have to be overly complex to be capable. Adobe Acrobat is still the most widely recognized name in space. Many people also feel that the daily document work demands are more expensive and cumbersome than they are. In practice, what matters more is a reliable editor that can handle the full PDF workflow efficiently.

UPDF positions itself as exactly that kind of alternative. Available on Windows, Mac, iOS, and Android, it offers a cross-platform workflow that fits naturally into both desktop and mobile use. It also brings in AI-assisted tools for editing and document interaction for convenience without pushing the product into unnecessary complexity.
Get UPDF from the official website and secure the current offer before it expires.

Samsung’s β€œQuantumView” Verification Shows Why Its QD-OLED Displays Are The Best In The World

A woman holds a sign displaying 'QuantumViewβ„’' next to two monitors showcasing 'QD-OLED vivified by Samsung Display' and 'QuantumViewβ„’' logos.

Samsung verifies its QD-OLED display lineup successfully in the QuantumView verification program, showcasing why its displays are the best. Samsung's QD-OLED Displays Receive Superior "QuantumView" Viewing Angle Performance Press Release: Samsung Display announced today that its QD-OLED panels for TVs and monitors have received verification from UL Solutions, a global leader in applied safety science, for their viewing angle performance under the β€˜QuantumViewℒ’ standard. β€˜QuantumView’ is a verification program that evaluates changes in luminance and color coordinates as the viewing angle shifts from the front in 10-degree increments up to 60 degrees. According to the assessment results, Samsung Display’s QD-OLED […]

Read full article at https://wccftech.com/samsung-quantumview-verification-shows-why-its-qd-oled-displays-are-the-best/

Google Cloud’s Jack Buser: AI Is the β€œIron Man Suit” Game Developers Need Right Now

Iron Man suit powered by AI with glowing chest arc reactor and illuminated eyes against a dark backdrop.

Over the past year or so, several game developers have started sharing thoughts on the potential benefits and downsides of using AI in game development. As with all things AI, the conversation is quite polarized at the moment: some have already embraced it, while others have sworn not to touch it with a tentpole, mainly for ethical reasons. Veteran industry executive Jack Buser sits firmly in the first camp. Buser, who worked at Dolby, then at Sony on PlayStation Home and PlayStation NOW, and finally at Google on Stadia first and as Google Cloud's Global Director for Games now, believes […]

Read full article at https://wccftech.com/google-cloud-jack-buser-ai-iron-man-suit-games-industry/

GDDR6 Memory Demand Surge Could Be Bad News For Sony’s PlayStation 5 & Gaming GPUs

GDDR6 Memory Demand Surge Could Be Bad News For Sony's PlayStation 5 & Gaming GPUs

Tesla has approached Samsung to expand its GDDR6 memory supply, which could lead to DRAM shortages for PlayStation 5 & Gaming GPUs. Sony PlayStation 6 & Many Current-Gen Gaming GPUs Rely on Samsung's GDDR6, But Tesla Is Now Going After The DRAM For Its Own Use Samsung is one of the leading manufacturers of the GDDR6 memory solution, which is primarily used in graphics applications such as GPUs, SoCs, and AI solutions. Although NVIDIA has moved to the GDDR7 standard, GDDR6 still makes up the bulk of the volume with several current-gen products leveraging the DRAM standard. Now, Samsung is […]

Read full article at https://wccftech.com/gddr6-memory-demand-surge-bad-news-for-sonys-playstation-5-gaming-gpus/

SK Hynix Answers the HBM Shortage With a 32-Soccer-Field Mega-Fab, P&T7 Dedicated To HBM Production, Ready By 2028

SK Hynix Just Unveiled Its Solution To The HBM Memory Crisis: The Massive "P&T7" Plant, Spans An Area of 32 Soccer Fields 1

SK Hynix has taken matters into its own hands to solve the HBM memory crisis by building a new production facility called "P&T7". SK Hynix's "P&T7" Facility Will Be Constructed By 2027, and All Production Lines Will Commence By 2028 Being built at the Cheongju Technopolis Industrial Complex, the P&T7 facility will take the key role in addressing the AI memory crisis, fulfilling the demand for HBM DRAM while also enabling WLP (Wafer-Level Packaging) lines. The announcement comes from SK Hynix in the form of a groundbreaking ceremony where 125 executives and employees took part. In his opening remarks, Byeonggi […]

Read full article at https://wccftech.com/sk-hynix-answers-hbm-shortage-with-a-32-soccer-field-mega-fab-pt7-dedicated-to-hbm/

Wishwave – Collect gifts in one place and share with friends and family


Wishwave lets you create and share wishlists for any occasion. Add gifts from any store to one list, then send a link so friends and family can reserve items without signing up, preventing duplicates and awkward returns. Track reservations, keep lists private until you’re ready, and use it free on any device. Find gifts for your events using our AI gift finder tool.

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Kayphi – Deploy an AI chatbot that learns your knowledge base and converts


Kayphi is a customer engagement platform that deploys an AI chatbot trained on your knowledge base to handle conversations on your website and social channels. It captures leads, books meetings, and supports over 50 languages with optional voice. Launch in minutes by uploading documents and links, customize tone and actions, then track customer questions with conversation analytics and automate follow-ups through tags, webhooks, and CRM sync.

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AMD and Intel Consumer CPU Prices Jump 10% in a Month With More Hikes Expected Through 2026-2027 as AI Craze Continues

AMD and Intel Consumer CPU Prices Jump 10% in a Month as Agentic AI Starves the Supply Chain Through 2027 1

Consumer & Server CPUs will face severe shortages, and are expected to see price hikes till the third quarter of 2026. AMD & Intel CPUs For Consumers & Servers Are Getting More Expensive, AI Is To Blame We have reported how the Agentic AI surge is resulting in demand shifting from GPUs to CPUs. This is now leading to shortages in both the consumer and server processor segments. In turn, CPU prices have seen a bump. In March, prices for consumer CPUs increased by 5-10%, while server CPU prices saw a more drastic bump of 10-20%, reports CTEE. But this […]

Read full article at https://wccftech.com/amd-intel-consumer-cpu-prices-jump-10-percent-in-a-month/

Ubisoft Cancels Alterra Cozy Game in Latest Cost-Cutting Move

Alterra, a cozy game inspired by Animal Crossing and Minecraft in development at Ubisoft, has officially been cancelled, according to a recent Insider Gaming report. The news broke by way of insiders at Ubisoft, who claim that the news was broken to them on the morning of April 21, after which the team working on the game was sent home. Following the news of the cancellation, IGN published a statement by an Ubisoft representative, who said that "As part of our portfolio management approach and evolving creative house-led model, we continuously assess projects at every stage of development to ensure alignment with our strategic priorities, quality ambitions, and long-term market potential," continuing to explain that "projects that no longer meet these expectations may be discontinued."

It should also be noted that there have been no layoffs as a result of the cancellation of Alterra, and the team working on the cozy game will simply be made available to other development projects. The comments by the Ubisoft representative suggest that the company doesn't think the game would have been successful in the current gaming climate, and they echo recent rumors about Ubisoft carefully assessing the value of future Assassin's Creed game ports with the upcoming Black Flag Resynced launch. This move is only the latest in a series of decisions at Ubisoft aimed at cutting costs and making the company more efficient, and it follows a March round of layoffs that saw 105 people lose their jobs.

StockCar – Turn your portfolio into a personalized AI podcast with instant updates


StockCar turns your stocks, crypto, indices, and forex into a personalized audio briefing. It pulls current prices, fetches news, writes a GPT-powered script, then narrates it in a natural voice so you can listen like a real market show. Create portfolios, choose cohosts and theme music, and get episodes in under 10 seconds. Start free with daily tracks, then upgrade for more tracks, multiple portfolios, and extra voices on iOS.

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Xbox VP Confirms 1st-Party Xbox Helix, Opens Door to Speculation of 3rd-Party Variants

We've known for a while now that the upcoming Xbox Project Helix game console will be a hybrid game console, able to play both PC and Xbox games, but recently news broke that the Xbox Helix would be using an off-the-shelf AMD APU, followed by a leak from KeplerL2 on the NeoGAF forums that it would be a third-party console. The latter rumor claimed that the Xbox Helix would not be available directly to consumers from Microsoft itself, instead adopting something of a Steam Machine modelβ€”the original Steam Machine, not the 2026 rebootβ€”and making the hardware design available to hardware partners similarly to how AMD and NVIDIA sell their GPUs to board partners who package them in their own way.

Xbox Vice President, Jason Ronald, chimed in with a response on X, saying simply that "Project Helix will be available as a 1st party Xbox console," and nothing more. While this somewhat debunks the rumor started by KeplerL2, it also leaves the door open to the possibility of third-party Helix consoles. This idea somewhat holds water, given the context of the previous rumor about the off-the-shelf APU. If Microsoft did not license the Xbox Helix design, and brands could simply buy the APU directly from AMD to make their own hardware platforms, similarly to what's been happening with other Radeon 780M-powered APUs that have been popping up in Windows gaming handheld devices since the Ryzen Z1 Extreme handhelds launched.

OCuLink Dev Kit Gives Framework Laptop 16 Desktop-Class PCIe Expansion

Alongside the Framework 13 Pro that was just announced, Framework also released the OCuLink Dev Kit, which is a new modular adaptor that replaces the Framework Laptop 16's Graphics Module with an external OCuLink port, allowing you to connect high-performance peripherals and hardware across a PCIe 5.0Γ—8 interface and offering a theoretical maximum bandwidth of 128 GT/s. Framework suggests that users could use the OCuLink port to build out their Framework Laptop 16 as a lightweight on-the-go laptop, removing the dGPU and using that in an eGPU setup while docked at a desk and relying on the iGPU in the laptop for work away from the desk.

The Framework OCuLink Dev Kit includes the hardware that goes into the laptop itself, an OCuLink Expansion Bay adaptor, as well as the external bits, including a Graphics Module OCuLink Dock, for mounting your Framework Graphics Module externally, a PCIe OCuLink Dock with a full-size PCIe slot for hardware like GPUs, networking cards, capture cards, and whatever else goes into a PCIe slot; and an OCuLink 8i cable to connect the dock to the laptop itself. In order to use the external graphics module, you'll need to supply your own desktop PSU, since Framework does not include one in the package, and it should also be noted that the OCuLink port does not support the same charging capabilities as USB4 or Thunderbolt, so you'll still need to run at least two cables when using the Dev Kit.

Samsung Postpones HBM5E Memory Production Indefinitely After D1d DRAM Yields Fall Short of Internal Targets

Samsung chip labeled HBM and Logic on a circuit board background.

Samsung's 1d DRAM (7th Gen 10nm) for next-generation HBM solutions might not undergo production soon due to failure to meet yields. Samsung's Next-Gen DRAM Tech For Future HBM5E Memory May Not Be Ready For Production A report published by Korean outlet, IT Chosun, suggests that due to less than ideal yields of its 1d "D1d" DRAM based on the 10nm process technology, Samsung might be pulling the plug on mass producing its next-gen HBM solutions. The DRAM technology had already received a pre-production approval (PRA), but concerns have been raised regarding the ROI of initiating a trial run, let alone […]

Read full article at https://wccftech.com/samsung-postpones-hbm5e-memory-production-indefinitely-d1d-dram-yields-fall-short/

VenturOS – Get an AI executive team to plan, launch, and run your startup


VenturOS gives you a full AI executive team grounded in your idea, product, or business. It turns your notes, repo, or docs into PRDs, 30–90 day operating plans, launch copy, distribution sequencing, OKRs, and decision memos with gated progression and clear priorities. Use it to go from blank page to execution in minutes while the team builds institutional memory, pressure-tests decisions, and keeps you from being the bottleneck.

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Vaulternal – Store and automate file access with secure file storage


Vaulternal offers encrypted, decentralized file storage with zero-knowledge privacy and smart triggers. Files are encrypted client-side and stored across multiple decentralized blockchains, including Polygon, removing single points of failure and preventing provider access. You can set time-based, inactivity, manual, or blockchain-event conditions to deliver files to chosen recipients, enabling controlled sharing and inheritance. Sign up with email or connect a wallet, manage multiple recipients, and rely on verifiable permanence and client-side decryption.

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