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ApplicationsToshiba plans to double HDD production capacity for AI data centers within FY2027 from its 2025 level, targeting a 30% share by storage capacity, up from ~10% (Keigo Yoshida/Nikkei Asia)DGX agentKeigo Yoshida / Nikkei Asia: Toshiba plans to double HDD production capacity for AI data centers within FY2027 from its 2025 level, targeting a 30% share by storage capacity, up from ~10% — MANILA — J+Add to research
Model ReleasesTrump launches Super Intelligence Force with Jay Clayton as AI czarDGX agentPresident Donald Trump today put Director of National Intelligence Jay Clayton in charge of a new federal artificial intelligence task force, making him the administration’s second AI czar. Trump reve+Add to research
AgentsWhat to expect at SailPoint’s Navigate event: Join theCUBE Oct. 6–7DGX agentAgentic AI is changing the identity security equation. Enterprises are no longer governing access only for employees and traditional machine identities. AI agents can act on behalf of people, interact+Add to research
Model ReleasesLWiAI Podcast #258 - Opus 5.5, Sol and Luna, Muse, DeepSeek-V4.1-Flash, XiDGX agentLWiAI Podcast #258 (recorded 26‑Sep‑2026) reviews major AI updates from the previous week. Key developments include Anthropic’s Opus 5.5 release—offering lower pricing, faster performance and robust b+Add to research
HardwareNasdaq-listed neocloud Nebius acquires Inferize, whose tech helps optimize GPU utilization and reduce AI request costs, sources say for 100M to 150M (Meir Orbach/CTech)DGX agentMeir Orbach / CTech: Nasdaq-listed neocloud Nebius acquires Inferize, whose tech helps optimize GPU utilization and reduce AI request costs, sources say for 100M to 150M — The Israeli startup, which w+Add to research
AgentsOpenAI's DevDay 2026 announcements to turn ChatGPT into a place to discover, launch, and use software could potentially disrupt the traditional app store model (Sarah Perez/TechCrunch)DGX agentSarah Perez / TechCrunch: OpenAI's DevDay 2026 announcements to turn ChatGPT into a place to discover, launch, and use software could potentially disrupt the traditional app store model — The focus of+Add to research
IndustryRobotics AI developer FieldAI reportedly raising $700M in fundingDGX agentFieldAI Inc., a startup that develops artificial intelligence models for robots, is reportedly seeking 700 million in funding. A source told Business Insider today that the round could value the compa+Add to research
ToolsSeptember sponsors-only newsletterDGX agentI just sent the September edition of my sponsors-only monthly newsletter. If you are a sponsor (or start a sponsorship now) you can access it here. This month: More Fable class models A pricing war 3D+Add to research
Model ReleasesAdd secure Web Search to Claude Desktop with Amazon Bedrock AgentCoreDGX agentClaude Desktop on Amazon Bedrock is limited to the model's knowledge cutoff without web search. In this post, we walk through connecting Claude Desktop to Web Search using Amazon Bedrock AgentCore Gat+Add to research
Model ReleasesAI in customer experience has an orchestration problem, not an adoption problemDGX agentEvery information technology leader I talk to has an artificial intelligence story about customer experience. Almost none has an outcome story. That gap is now measurable. Talkdesk Inc., in partnershi+Add to research
Model ReleasesAi2 releases Olmo-core 3 to make developing large mixture-of-experts LLMs more efficientDGX agentSeattle-based artificial intelligence research firm Allen Institute for AI announced a development framework for large language models Thursday that significantly improves how mixture-of-experts large+Add to research
SafetyAI21 achieves an 83% reduction in time-to-start for AI workloads with AI HypercomputerDGX agentEditor’s note: AI21 Labs is a leading global AI lab with a long track record of building foundation models, most notably the Jamba family, and today focuses on specialized LLMs and agent optimization +Add to research
AgentsAnnouncing Spanner queues: Transactional messaging for agentic workloads and beyondDGX agentAI agents don't just answer queries — they can autonomously issue refunds, manage inventory, execute multi-step handoffs, and orchestrate sub-agents, to name but a few complex agentic workflows. That +Add to research
Model ReleasesAnthropic launches the Claude Frontier Academy with a $100M commitment to train 10K 'Frontier Deployed Engineers' by 2028, starting with Accenture, Bain, others (Anthropic)DGX agentAnthropic: Anthropic launches the Claude Frontier Academy with a $100M commitment to train 10K “Frontier Deployed Engineers” by 2028, starting with Accenture, Bain, others — The first-of-its-kind Acad+Add to research
Model ReleasesClaude’s hillclimb loop for AI agents: start with production tracesDGX agentAnthropic's Claude hillclimb loop designs evals and improves agents one change at a time. Here's how to run that loop against production traces in Arize AX. The post Claude’s hillclimb loop for AI age+Add to research
SafetyDespite IPO jitters and AI safety worries, Anthropic sticks to a 2026 offeringDGX agentHow quickly things change in the artificial intelligence era. Just a few months after everyone was scrambling to infuse AI into every enterprise operation — and frankly they still are, as agents have +Add to research
ApplicationsEnterprise storage becomes AI memory as privately run models close in on the frontierDGX agentAs open-weight models close in on the performance of proprietary frontier systems, enterprises are gaining a credible way to run generative AI on hardware they own. That shift puts the data already si+Add to research
AgentsFine-tune a search agent with multi-turn RL on Amazon SageMaker AIDGX agentFine-tuning teaches a small search agent your tools and environment, giving it the reliability of a frontier model at lower latency and cost. In this post, we fine-tune an LLM-powered search agent wit+Add to research
Model ReleasesGKE CPU startup boost: Accelerate app starts without over-provisioningDGX agentWhether you’re launching microservices in response to sudden traffic spikes, deploying new software releases, or scaling up application replicas, pod startup time is critical to maintaining a fast, re+Add to research
IndustryHalluminate, which builds AI training environments for complex financial workflows, raised a 30M Series A led by Oak HC/FT, taking its total funding to 38.5M (Wen Shao/Fortune)DGX agentWen Shao / Fortune: Halluminate, which builds AI training environments for complex financial workflows, raised a 30M Series A led by Oak HC/FT, taking its total funding to 38.5M — Halluminate, a nine-+Add to research
Model ReleasesHow to implement long-term AI agent memory in AlloyDB and Memorystore for ValkeyDGX agentEnterprise AI agents need persistent memory to execute complex, multi-day workflows and long-horizon tasks. In this blog, we examine how a 2-tier memory architecture using Memorystore for Valkey for s+Add to research
AgentsIBM and CoreWeave co-design controls for agent workloadsDGX agentAgent workload isolation is becoming a practical infrastructure challenge as research teams move beyond training models to running code and testing agents. Systems built for intensive computation must+Add to research
Model ReleasesInside-Out AI: Rebuilding Airbnb Behind the Scenes and Across the Guest ExperienceDGX agentAhmad Al‑Dahle joined Airbnb as CTO in January 2026 after leading Meta’s Llama generative‑AI models (2023–2025). He is steering an “inside‑out AI” strategy that deploys internal AI tools—such as the c+Add to research
AgentsIntroducing Arize AX MCP: When to use MCP, CLI, or skillsDGX agentMCP, CLI, and skills are three ways to extend an agent with the same platform. The question is no longer which one wins. It is where the agent runs, and who is asking. The post Introducing Arize AX MC+Add to research
IndustryIntroducing Web Search API via AI GatewayDGX agentCloudflare AI Gateway now supports native web search API integration in partnership with Ceramic.ai, Exa, and Linkup. Developers can now inject real-time web context into model inference calls via AI +Add to research
ResearchLanguage Discrimination Improves Linguistic Learning in Multilingual Speech ModelsDGX agentMultilingual self-supervised speech models can benefit from sharing information across languages, but under a matched total pretraining data budget they still fall short of monolingual models. We show+Add to research
AgentsMeta open sources code to let you make Muse AI gadgetsDGX agentMeta now lets you make your own Muse gadgets that feature the company's new AI agent with code that the company open sourced. The company suggests projects like loading Muse on a color E Ink display t+Add to research
AgentsNetApp hands storage operations to AI agents, but humans still draw the boundariesDGX agentArtificial intelligence is turning nearly every enterprise workload into a data workload, and data governance is becoming the test of whether companies can trust autonomous systems with the infrastruc+Add to research
Local AiNvidia announces a version of DGX Spark with 64 GB of unified memory for 4,999, or 1,000 more than the 128 GB version at launch (Michael Kan/PCMag)DGX agentMichael Kan / PCMag: Nvidia announces a version of DGX Spark with 64 GB of unified memory for 4,999, or 1,000 more than the 128 GB version at launch — The ongoing memory shortage has prompted Nvidia t+Add to research
Local AiNVIDIA DGX Spark 64GB Gives Developers More Ways to Build and Scale Local AIDGX agentLocal AI is becoming more useful by the token. As AI agents move from experiments into everyday development, increasingly capable open models are shrinking to fit on more devices, giving builders more+Add to research
AgentsOpenAI says it learned this week that its AI agent hacked Australia's NSW state government in June, following a similar hack of Australia's federal government (Henry Belot/The Guardian)DGX agentHenry Belot / The Guardian: OpenAI says it learned this week that its AI agent hacked Australia's NSW state government in June, following a similar hack of Australia's federal government — Attack acce+Add to research
AgentsOpenAI’s Dot agent is enterprise software that can also order your dinnerDGX agentIt's a tale as old as last week: OpenAI's new agent platform, called Dots, is full of cute little guys who can do your bidding. But unlike the ultra-approachable Meta Muse, Dots feel very much like us+Add to research
Model ReleasesPrompt caching benchmark: high cache reuse doesn’t always mean lower costDGX agentWe benchmarked prompt caching across DeepSeek, GLM, GPT, and Claude using Harbor evals and Phoenix traces, so we could compare cache reuse, estimated cost, and latency on the same multi-turn shopping +Add to research
ApplicationsReport: Amazon to offload $8B worth of AI chips, lease them backDGX agentAmazon.com Inc. reportedly plans to offload some of its artificial intelligence chips and then lease them back. The Financial Times today cited sources as saying that the transaction would involve a s+Add to research
IndustrySources: Broadcom's Wall Street syndicate is amassing $60B in AI chip financing to help Anthropic and others access chips and other key AI infrastructure (Bloomberg)DGX agentBloomberg: Sources: Broadcom's Wall Street syndicate is amassing 60B in AI chip financing to help Anthropic and others access chips and other key AI infrastructure — Broadcom Inc.'s Wall Street syndic+Add to research
AgentsSweep thousands of leases for compliance using Amazon Quick and the Adjudicated Query patternDGX agentThe Adjudicated Query pattern pairs the Amazon Quick chat agent with a bounded MCP server over a deterministic rules engine to deliver provably complete, defensible compliance answers. This post walks+Add to research
Model ReleasesTavus unveils Griffin, the 'first Human Interaction Model', which it says passed the 'video Turing test', with 48% of users thinking it was human in live chats (@tavus)DGX agent@tavus: Tavus unveils Griffin, the “first Human Interaction Model”, which it says passed the “video Turing test”, with 48% of users thinking it was human in live chats — Introducing Griffin, the first+Add to research
SafetyUS authorities arrest a California man suspected of smuggling $300M+ worth of restricted Nvidia AI chips to China via Malaysia and Singapore from 2023 to 2024 (Michael Shepard/Bloomberg)DGX agentMichael Shepard / Bloomberg: US authorities arrest a California man suspected of smuggling $300M+ worth of restricted Nvidia AI chips to China via Malaysia and Singapore from 2023 to 2024 — By continu+Add to research