The post The Future of AI: Armβs Vision for Distributed Intelligence appeared first on StartupHub.ai.
Arm's 2026 predictions highlight a future of AI characterized by distributed intelligence, modular silicon, and pervasive on-device capabilities.
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The post Agentic AI Design: Beyond Screens, Into Systems appeared first on StartupHub.ai.
Agentic AI design fundamentally redefines the role of designers, moving them from interface creators to architects of AI's understanding and behavior.
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The post UCSD Lab Advances Low-Latency LLM Serving with DGX B200 appeared first on StartupHub.ai.
UC San Diego's Hao AI Lab is pushing the frontier of low-latency LLM serving by leveraging NVIDIA's DGX B200 system and pioneering disaggregated inference.
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The post NVIDIAβs OpenUSD Boosts Robotaxi AI Safety appeared first on StartupHub.ai.
NVIDIA's integrated approach with OpenUSD, Omniverse, and Halos is setting new standards for robotaxi AI safety through advanced simulation and certification.
The post NVIDIAβs OpenUSD Boosts Robotaxi AI Safety appeared first on StartupHub.ai.
The post Anthropic Wins TTFT, But OpenAI Dominates LLM Benchmarks appeared first on StartupHub.ai.
New LLM benchmarks reveal a critical trade-off: Anthropic models deliver instant responsiveness, while OpenAI maintains a commanding lead in raw generation throughput.
The post Anthropic Wins TTFT, But OpenAI Dominates LLM Benchmarks appeared first on StartupHub.ai.
New research from TikTok, in partnership with NewtonX, reveals a significant gap between advertisersβ ambitions for AI automation and its actual implementation. The study shows that 93% of advertisers and executives expect AI-driven automation to help drive future business growth, and 96% believe it will improve their own job performance.
However, only 18% have fully integrated AI into their core operations and invested at scale [1]. Advertisers still face a number of implementation challenges, with data privacy and compliance, a lack of in-house skills and the speed of AI innovation all cited as hurdles to adoption.
Despite this gap, expectations are high. With 62% predicting automation could halve departmental costs and 84% expecting to see returns within a year.
Despite slow adoption for full integration of AI Automation, 78% of executives surveyed are growing their focus on automation through AI initiatives and increasing investment in AI capabilities, but they need support to move from piecemeal strategies to a cohesive, self-powering engine of productivity.
TikTok is the AI automation partner of choice for advertisers
Marketers are under pressure. An overwhelming majority of CMOs globally (87%) have experienced campaign performance issues in the last year and almost half were forced to terminate campaigns early due to poor results [2]. Itβs more important than ever to innovate creative and marketing strategies.
TikTok is emerging as a leader in AI automation, with more than half (51%) of advertisers ranking it the number one platform for advanced automation in marketing.
93% of advertisers say TikTokβs AI-powered features help them move faster and adapt at the speed of culture, while 96% expect to increase their use of TikTokβs automation tools over the next six months.
Shadi Kandil, General Manager, Global Business Solutions, Middle East, Turkey, Africa, Central and South Asia β TikTok, says:Β βAI Automation is becoming essential for marketers striving to stay ahead. With Smart+ and Symphony, weβre helping brands reach the right people, create culturally relevant content at scale, and maximize performance with less effort. By removing operational complexity, weβre enabling advertisers to focus on strategy and creativity that fuels growth.β
TikTokβs suite of tools allows marketers to improve their return on effort, investment and creative
Executives and advertisers already use AI automation across the funnel, but they want smarter analytics, predictive insights and more personalised tools to reach audiences. Thatβs why weβre excited to roll out upgrades across Smart+Β andΒ SymphonyΒ bringing together automation and creativity to deliver stronger returns on investment.
These updates give advertisers more control while simplifying workflows, from a unified Smart+ buying experience that can be fine-tuned to fit any campaign goals, to Symphony tools that create TikTok-first ads in seconds, to expanded attribution solutions that show TikTokβs full impact.
Smart+Β automates the performance advertising process across targeting, bidding, and creative to deliver the right ad to the right person to offer the best performance. Advertisers simply input their assets, budget, and targeting goals and Smart+ automatically creates or selects the best creative asset β utilizing TikTok Symphony, chooses the right audience, and puts the best ad in front of the right customer at the right time.Β We recently announced upgrades to Smart+ and the overall performance ad buying process by pairing the power of Smart+ with additional controls across targeting, creative, and budget.
TikTok SymphonyΒ is TikTokβs creative suite of generative AI tools designed to streamline creative production and spark bold new ideas. With Symphony, everything from helping to write a script to producing a video and optimizing assets is effortless and efficient β fueling business success with content that strikes a chord. Built-in performance insights help marketers refine and improve creative strategies over time.
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Gemini 3 Flash brings the incredible reasoning of our Gemini 3 model at the speed you expect of Search.Smartphone shipments may decline in 2026, yet the Samsung Galaxy S26 series is expected to escape the dip.
In a recent development, analysts at Counterpoint Research have revised their shipment estimates for the 2026 smartphone market. Itβs reported that the bill of materials costs would see a steep hike of up to 30 percent.
Apple and Samsung are best positioned to weather the next few quarters. Other vendors, mainly Chinese phone makers, will find it difficult to escape as they donβt have as much wiggle room to manage market share versus profit margins.
Prices of memory could continue to rise, and a 40 percent increase is expected through Q2 2026. This factor alone has the potential to negatively impact the BoM costs between 8% and over 15% above current elevated levels.
Itβs going to hit the worldwide smartphone market in terms of shipments, phone makers with increased BoM costs, and even consumers who may need to spend more on their next purchase in 2026 and the years ahead.
Specifically, the BoM hike would hurt mid-range and budget phones way more than premium ones. Samsung is likely to avoid the worst for its Galaxy S26 series, which is slated to launch by the end of February next year.
βWhat we are seeing now is the low end of the market (below $200) being impacted most severely, with BoM (bill of materials) costs increasing by 20%-30% since the beginning of the year,β said Research Director MS Hwang. βThe marketβs mid- and high-end segments have seen 10%-15% price increases.β
Counterpoint Research has also revised the average selling prices (ASPs) to increase by 6.9 percent in 2026. Researchers earlier predicted 3.9 percent in their previous ASP forecast released in September 2025.
βIn the lower price bands, steep price increases on smartphones are not sustainable,β said Senior Analyst Yang Wang. βAnd if cost pass-through isnβt possible, OEMs will start pruning parts of their portfolios β thatβs actually what we are starting to see with significantly reduced volumes of low-end SKUs.β
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The post Salesforce Agentic AI Redefines Sales Productivity appeared first on StartupHub.ai.
Salesforce Agentic AI is poised to redefine sales productivity by empowering teams with intelligent automation and data-driven insights, especially for SMBs.
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The post Data 360 Powers Trusted AI: A New Foundation for ISVs appeared first on StartupHub.ai.
Salesforce's Data 360, now generally available, provides ISVs with a critical unified data foundation essential for developing and deploying trusted AI solutions.
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Preferred Sources in Top Stories has expanded globally: it's now available for English-language users worldwide, and weβll roll it out to all supported languages early nβ¦The post Salesforce AI Careers: A New Talent Pipeline Emerges appeared first on StartupHub.ai.
Salesforce's global Workforce Development programs are actively shaping the landscape of AI careers, equipping over 120,000 learners with critical skills and certifications.
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The post Amazon Upskills Workforce for Agentforce AI Era appeared first on StartupHub.ai.
Amazon is strategically investing in employee 'Agentforce AI' skills through Salesforce Trailhead, preparing its workforce for the agentic AI era.
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The post NVIDIA Acquires SchedMD, Bolstering AI Infrastructure appeared first on StartupHub.ai.
NVIDIA's acquisition of SchedMD, the creator of Slurm, strategically enhances its control over critical open-source workload management for HPC and AI.
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The post Bolmo Advances Byte-Level Language Models with Practicality appeared first on StartupHub.ai.
AI2's Bolmo makes byte-level language models practical by "byteifying" existing subword models, offering superior character understanding and flexible inference.
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The post Unsloth Accelerates LLM Fine-Tuning on NVIDIA GPUs appeared first on StartupHub.ai.
Unsloth, combined with NVIDIA GPUs and Nemotron 3 models, is democratizing efficient, specialized LLM fine-tuning for next-generation agentic AI applications.
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The post Apple Engineers Squeeze Powerhouse Vision Models into a Single Layer for Hyper-Efficient Image Generation appeared first on StartupHub.ai.
Generative AI is getting a major speed and efficiency boost, thanks to a surprisingly simple new framework from Apple researchers. The paper, βOne Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation,β introduces the Feature Auto-Encoder (FAE), a novel approach that dramatically slashes the complexity required to integrate massive, pre-trained visual encoders (like DINOv2 [β¦]
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The post The Generative AI Threat is Already in Your Browser: Malicious Chrome Extensions Explode in Latest Cyber Scourge appeared first on StartupHub.ai.
The rush to integrate Generative AI into daily workflows has opened a dangerous new front in the cyber security war, one thatβs hiding in plain sight: the humble browser extension. New research from Palo Alto Networks security experts, Shresta Seetharam, Mohamed Nabeel, and William Melicher, reveals a disturbing trend of malicious GenAI-themed Chrome extensions being [β¦]
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The post Tinker launches OpenAI API compatibility, challenging vendor lock-in. appeared first on StartupHub.ai.
Tinker is now generally available and introduced an OpenAI API-compatible interface, drastically lowering the switching cost for developers seeking alternatives.
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The post AI Customer Tracking Software Redefines SMB Growth appeared first on StartupHub.ai.
AI customer tracking software is becoming essential for SMBs to unify data, personalize interactions, and automate engagement for sustainable growth.
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The post ADAM Robot Bartender: AI Solves Hospitalityβs Labor Gap appeared first on StartupHub.ai.
The ADAM Robot Bartender's deployment in a live arena demonstrates AI's practical application in hospitality, addressing labor gaps and enhancing customer interaction.
The post ADAM Robot Bartender: AI Solves Hospitalityβs Labor Gap appeared first on StartupHub.ai.
The post Gemini Google Translate Elevates Nuance appeared first on StartupHub.ai.
Google Translate now leverages Gemini's advanced AI to provide more natural and contextually aware translations for both text and live speech.
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When you go Live with Search, you can have a back-and-forth voice conversation in AI Mode to get real-time help and quickly find relevant sites across the web. And now, β¦Weβre bringing Geminiβs state-of-the-art translation model to Google Translate for text, and more new features.The post NeuroDiscoveryBench Sets New Standard for Neuroscience AI Benchmarks appeared first on StartupHub.ai.
NeuroDiscoveryBench establishes the first dedicated benchmark for neuroscience AI data analysis, challenging systems with complex, real-world data questions.
The post NeuroDiscoveryBench Sets New Standard for Neuroscience AI Benchmarks appeared first on StartupHub.ai.
The post LLM Agent Reinforcement Learning Gets Practical appeared first on StartupHub.ai.
Agent Lightning by Microsoft Research makes LLM agent reinforcement learning practical by enabling performance improvements without extensive code rewrites.
The post LLM Agent Reinforcement Learning Gets Practical appeared first on StartupHub.ai.
The post Salesforce Agentic AI Redefines Customer Interaction appeared first on StartupHub.ai.
Salesforce Agentic AI redefines customer experience by anticipating intent, moving beyond reactive personalization to deliver proactive, conversational interactions.
The post Salesforce Agentic AI Redefines Customer Interaction appeared first on StartupHub.ai.
The post Agentic AI Financial Services: The Action Era Arrives appeared first on StartupHub.ai.
Agentic AI is poised to transform financial services by 2026, enabling autonomous systems to execute complex workflows and protect assets.
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The post Salesforce Agentforce Metrics Evolve for AI Service Insight appeared first on StartupHub.ai.
Salesforce is refining its Agentforce metrics to gain deeper insights into AI-driven customer service performance and customer intent.
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The post Gemini Deep Research Unlocks Advanced AI for Devs appeared first on StartupHub.ai.
Google has released a significantly more powerful Gemini Deep Research agent, now accessible to developers via the new Interactions API.
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The post Google Beam AI Redefines Remote Presence appeared first on StartupHub.ai.
Google Beam AI is transforming remote communication with true-to-life 3D video, driven by advanced AI and strategic industry partnerships.
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The post Google AI Art Collaborations: A Decade of Creative Evolution appeared first on StartupHub.ai.
Google's Gradient Canvas exhibition showcases a decade of Google AI art collaborations, demonstrating AI's evolving role as a creative partner.
The post Google AI Art Collaborations: A Decade of Creative Evolution appeared first on StartupHub.ai.
Google Beam, our first true-to-life 3D video communication platform, made great progress in 2025.Google announces the 7 finalists in the XPRIZE Quantum Applications competition.We are announcing new tools and partnerships to help connect you with your favorite sources and explore the web.Google Maps now lets users leave business reviews under a custom nickname instead of their real name. The setting is rolling out globally.
The post Google Maps Lets Users Post Reviews With Nicknames appeared first on Search Engine Journal.
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