Daily digest / 21 October 2026
Learn how to connect on-premises data sources to Amazon Quick privately with AWS PrivateLink, keeping analytics traffic off the public internet. This walkthrough covers VPC endpoints for user and API access, VPC connections for data sources, DNS and endpoint policies, identity…
Many teams build a multi-agent AI prototype in days but hit a wall in production. This post defines five production challenges (orchestration, per-agent model selection, reliable operation, secure code execution, and monitoring) and shows how Deep Insight, an open source multi…
We present Protegrity-PII, a new PII decision model for structured and unstructured text. Protegrity-PII achieves a typed recall of 0.915 with a precision of 0.907 on a new benchmark we propose, PII-SCOPE. Our model processes text in 0.49 seconds per million characters at \$0.…
V7 Go organizes company files into a Context Graph that agents can query to screen investment deals and support insurance underwriting. On V7’s hardest graph-query tests across thousands of documents, GPT-6 Astra reached 89% accuracy. Read the full story: https://openai.com/in…
The Adaptive Agentic Intelligence Framework (AAIF), built with Strands Agents, handles routine tasks locally with small language models and routes complex requests to cloud models through Amazon Bedrock. This post walks through building AAIF with local SLMs through Ollama and …
How OpenAI works with distribution partners to uphold consistent safeguards, support responsible access, and clarify expectations in our Usage Policies.
Mercury 3, diffusion-based alternative to Claude Haiku. d1-ultra, a highly accurate decision model. Using OpenAI’s models to rewrite and repair legacy code. llm-d, an all-around optimizer for serving open models.
Train Qwen3 on AWS Trainium with torchtitan three ways on a single trn2.48xlarge: the Hugging Face Transformers v5 modeling backend, torchtitan's native Qwen3, and NKI mixture-of-experts kernels. The same torchrun launcher and config structure work unchanged across all three p…
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
U.S. Hunger, a nonprofit addressing food insecurity, uses Amazon Quick to connect organizational data with leadership decisions. Leaders explore applicant data directly, share KPI definitions and financial context in Quick Spaces, and investigate policy questions with Quick Re…
Dr. Christopher Stubbs, an experimental physicist and former Dean of Science at Harvard University, has joined Anthropic’s Long-Term Benefit Trust. He brings to the Trust decades of scientific expertise across observational cosmology and precision measurement. He has also advi…
Anthropic’s Frontier Red Team developed new evaluations to measure AI capabilities in tactical intelligence targeting and conventional weapons development.
Claude computes a nine-loop amplitude in N=4 super-Yang-Mills
We’re launching OSS Scanner, an opt-in vulnerability scanner for the open-source ecosystem informed by our experience using Claude to find vulnerabilities during Project Glasswing. Projects that join will receive thorough, periodic security scans by our strongest models at no …
The decades-old mystery of the origins of one of the most popular cryptographic standards has been explained.
Small AI models may be only months away from being able to self-replicate across cheap IoT devices like Android TV boxes, with no datacenter needed.
AT&T is working with OpenAI to make legal knowledge easier to access. Learn how its LegalEdge team is rethinking intake and scaling legal judgment.
Health & Bioscience
Better care starts when the systems around a doctor and a patient work together. AI connects conversations, lab results, operating room planning, supplies, and recovery support. This gives care teams better information to provide you with what you need. Connected digital tools…
For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and comp…
Lila Sciences connects AI agents to an autonomous lab to explore a therapy designed to help a patient’s own immune cells fight B-cell lymphoma. Lila builds an experimental plan using NVIDIA Nemotron and NVIDIA Agent Toolkit, while models built with NVIDIA BioNeMo can run milli…
Join Deirdre Bosa and Gavin Baker live from Berlin’s Tempodrom ahead of Jensen Huang’s keynote. Hear from Europe’s leading founders, investors and industry leaders on how Europe is building its AI future.
Claude Mods is an early form of the Attention Interface. It flips the agent harness paradigm from the harness facing the machine, to the harness facing the human.
From local businesses to global brands, more advertisers can now reach people as they explore, compare and decide what to buy in ChatGPT.
Almost 100,000 Commerce.com domains now give AI agents real shopping tools through WebMCP on Cloudflare. Here's how we turned it on across every store at once, while keeping each merchant in control.
Protein design is a search problem. Choose amino acids for an eight-residue protein sequence and more than 25 billion combinations are possible. Choose amino... Protein design is a search problem. Choose amino acids for an eight-residue protein sequence and more than 25 billio…
Mistral is collaborating with NVIDIA to develop a new generation of AI-native engineering workflows powered by NVIDIA accelerated computing.
OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini’s Model Garden, available through Google Cloud Marketplace.
IBM's vLLM-Hook MIA lets developers inspect and edit the AI generation process with hardly any delay.
Learn how Cadence uses ElevenAgents to reach patients within minutes of a vital sign reading outside the expected range.
Learn how to integrate Text to Speech into your application in four steps: create an API key, install the SDK, send your first request, and play the audio.
Deliver live, expressive voice translation in more than 90 languages. Available for enterprises via ElevenAPI
We’re committing a portion of Anthropic’s shares to the Anthropic Public Benefit Fund, a new entity with a structure that increases the stake as the company grows.
UW’s Medicine Institute for Protein Design, founded and led by Nobel Laureate David Baker, and NVIDIA Research show how they move AI-generated designs from computer models into lab testing, including work on enzymes that break down pesticides. The team combines protein design …
GPUs power today's most advanced AI workloads, from cutting-edge language models...
AI agents on NVIDIA RTX Spark help developers turn ideas into real-world robots. Astra connects FreeCAD, Blender, and SimReady Foundation to create assets and build training environments in NVIDIA Isaac Sim. NVIDIA Omniverse RTX and Newton bring perception and physics together…
Explore the technologies powering the next wave of physical AI. NVIDIA accelerated computing and CUDA-X libraries bring together simulation, robotics, and autonomous systems, helping developers turn breakthroughs in science and engineering into real-world applications. 🔗 Lear…
The robots take the mic! Celebrate the news, ideas, and innovations unveiled at NVIDIA GTC Berlin with a musical recap performed by robot characters. This playful closing video from NVIDIA CEO Jensen Huang’s keynote brings the announcements together in song. 🎥 Watch the full …
Introducing NVIDIA OpenShell Reference Architecture, an open hardware and software architecture for securing autonomous AI agents across the full stack. As agents take on long-running workflows at scale, safety requires controls outside the agents themselves. See why model ali…
Turn company expertise into action with super AI agents. See how Lila Sciences, Siemens, and Dassault Systèmes use agents to design potential therapies, plan factory production and refine vehicle designs. Powered by NVIDIA Agent Toolkit, these agents bring together models, kno…
Today, we’re excited to announce the General Availability of AI Runtime (AIR), bringing...
Efficient infrastructure is the foundation for scaling AI. NVIDIA DSX is a full-stack AI factory reference architecture, co-designed across compute, networking, storage, power, and cooling. Validated in a digital twin before construction begins. DSX Max LPS uses 30% less power…
Discover how tokens, the building blocks of AI, turn data into knowledge. The opening video from NVIDIA CEO Jensen Huang’s GTC Berlin keynote explores how AI and accelerated computing can help uncover new cures, keep cities moving, support precision care, and take on dangerous…
At GTC Berlin, NVIDIA is showcasing its full lineup of local AI hardware. RTX Spark, which launched last week, powers personal agents on Windows PCs; DGX Spark supports developers building and scaling applications on Linux; and DGX Station serves enterprise teams running front…
General availability of the instances is coming next month, with planned expansion of availability to Europe — bringing an integrated platform for training, inference and large-scale reinforcement learning to cloud customers. A5X instances bring together NVIDIA Vera Rubin NVL7…
Demand from AI-natives is pulling the European AI cloud ecosystem forward faster than ever. Developers need compute closer to their data, open models they can customize and serve at scale, and full-stack infrastructure that is secure by design. NVIDIA Cloud Partners across Eur…
To increase productivity, accelerate innovation and create new opportunities for economic growth, Europe’s industrial leaders are tapping NVIDIA CUDA-X and Omniverse libraries, as well as NVIDIA Cosmos and Nemotron open models, across the engineering and manufacturing lifecycl…
NVIDIA cuDSS, launched today in general availability, is an NVIDIA CUDA-X library that shifts a critical part of engineering and scientific simulations onto GPUs. Complex engineering feats — from advanced chips to aircraft to industrial systems —– depend on simulation to predi…
NVIDIA builds tools to enable safe agents across the stack. The NVIDIA OpenShell Reference Architecture, announced today, is part of NVIDIA’s growing portfolio of technologies that enables organizations to safely deploy agents at scale. NVIDIA Confidential Computing is the inf…
In this report, we introduce pplx-embed-v2-late, a pair of 0.6B and 9B multilingual and multimodal late-interaction models. Both models achieve state-of-the-art results within their respective size classes across a range of text, image, and visual document retrieval benchmarks…
Agents are only as useful as what they know, and only as trustworthy as the boundaries they run within. Leading enterprises are using the open source NVIDIA Agent Toolkit — now expanded with new tools — to customize and control agents, use company data to inform their answers …
NVIDIA is expanding its family of open models across language, robotics, biology, and quantum computing, giving developers, researchers and enterprises what they need to build applications tailored to local languages and industries The portfolio includes the new NVIDIA Nemotro…
An AI agent can complete its assignment and still cross a security boundary. Recent incidents show that agents can circumvent security controls while using... An AI agent can complete its assignment and still cross a security boundary. Recent incidents show that agents can cir…
Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and spawning other agents to collaborate with. Executing complex... Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and spawning other agen…
Building an AI factory digital twin requires developers to bring site plans, equipment assets, and engineering requirements into a consistent model that teams... Building an AI factory digital twin requires developers to bring site plans, equipment assets, and engineering requ…
AI factories turn energy into intelligence. But before an AI workload can produce its first token, operators must bring an interconnected system of compute,... AI factories turn energy into intelligence. But before an AI workload can produce its first token, operators must bri…
Founded in a tent near the Berlin Wall in 1980, the Tempodrom moved several times before settling near Anhalter Bahnhof in 2001. Its permanent home has since hosted concerts, galas and political events. Today, it hosts a different kind of spectacle. GTC Berlin runs three days,…
Patch the Planet connects security researchers, maintainers, and incident responders to help address critical vulnerabilities across open source.
Learn how OpenAI built ChatGPT’s LLM-powered ad stack to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale.
An open source “bomb” drops from China
Paying for outcomes, building with agents, and the last mile of enterprise AI adoption
See how OpenAI, PerturbAI, and Scripps Research used distributed AI agents to uncover promising research leads in data from millions of brain cells.
Bring RFD4-Proteina to your research data with AI-assisted development and serverless NVIDIA GPU compute....
Widespread AI adoption is propelling Southeast Asia's digital economy to a projected $368 billion in 2026 and $1 trillion by 2035.
Cloudflare uses OpenAI Daybreak to investigate vulnerabilities and propose fixes for review. Its developers use Codex to build faster and improve code quality.
OpenAI outlines a blueprint for empowering cyber defenders with frontier AI, stronger safeguards, modernized cybersecurity, and more resilient public institutions.
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