The Archive

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 circumvent security controls while using tools, credentials, and services to pursue their assigned goals. Monitoring and enforcement need to operate outside the agent’s reach so that it can’t alter or disable them. NVIDIA Sentry is a security software framework that monitors AI… Source

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 agents to collaborate with. Executing complex tasks over long time horizons leads to compounding risk: the agents may download code, build new tools, request additional privileges, and touch more of the underlying infrastructure. The agents’ action paths are determined as they work… Source

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 requirements into a consistent model that teams can inspect, revise, and prepare for simulation. Connecting these inputs into an editable workflow helps teams explore design alternatives and incorporate engineering feedback as the design evolves. The NVIDIA Omniverse DSX Blueprint… Source

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 bring an interconnected system of compute, networking, storage, power, cooling, and software online as one productive unit. In a conventional data center build, teams must first select the site, design power and cooling for the deployment, lay out the data center… Source

OpenAI launches Patch the Planet, an agent-based platform coordinating security researchers and maintainers to identify and address critical open-source vulnerabilities.

OpenAI details LLM-powered ad stack architecture for ChatGPT, separating ads from answers via conversational intent understanding.

DeepSeek releases DeepInfer, open-source inference stack processing 155T tokens/day at ~80% margin, enabling $22M/day revenue with 81-day payback period.

Tenex discusses outcome-based pricing and agent-driven SDLC tooling for enterprise AI adoption at Fortune 2000 scale.

OpenAI, PerturbAI, and Scripps Research deployed distributed AI agents to identify novel biological leads from millions of brain cells.

Southeast Asia's digital economy projected to reach $368B by 2026, driven by AI adoption.

OpenAI proposes framework for deploying frontier AI to strengthen cybersecurity defense and institutional resilience.

Cohere Rerank 5 improves passage retrieval for RAG and agentic systems with better token efficiency.

Cloudflare deploys OpenAI Daybreak for vulnerability discovery and Codex for code generation to accelerate development and security workflows.

eMudhra Intermediate CA Compromise This is very, very bad news: The private keys of eight eMudhra intermediate CA certificates have been compromised. They chain to roots trusted by the Mozilla, Microsoft, Apple and Chrome root programs and by many downstream trust stores. Any software that bundles a list of trusted certificates needs to be updated. This site is tracking software updates via this GitHub repository - Linux distros need to update their ca-certificates packages. In Python world uv 0.13.4 and pip 26.2.2 and certifi 2026.10.19 have been released with upgraded certificate lists. Tag...

On Tuesday, US District Judge Zachary Bluestone dismissed the lawsuit Ann Altman filed last year alleging that her brother, OpenAI CEO Sam Altman, had sexually abused her throughout her childhood. As reported earlier by The Guardian, the judge wrote that over the last year, Ann had failed to appear for an independent medical examination or meet other deadlines, despite warnings that it would result in the case being dismissed. When the case was filed last year, a statement shared by Sam Altman, his mother, and his brothers said, "Annie has made deeply hurtful and entirely untrue claims about ...

The proposed policy seems to offer protections against AI run amok but actually forbids federal agencies from blocking a model's release without the permission of a judge.

Before you share the Netflix documentary "AI Gone Rogue" take note. Clem Delangue, Hugging Face's co-founder who is featured in the film, says it went "full doomer mode" and isn't accurate.

Google is bringing Personal Intelligence to Gemini AI in your car. With this update, Gemini in Android Auto and cars with Google built-in can tap into your information across Google apps, including Gmail, Calendar, Maps, Photos, YouTube, and Search. As an example, Google says you can ask Gemini about your flight status if you're driving to the airport. The AI assistant can pull your flight details from a confirmation message in Gmail, and then use that information to look up its status. You can also ask Gemini to "take me to my doctor's appointment" instead of pulling up directions manually, ...

Anthropic is reportedly struggling to secure enough compute from cloud providers that increasingly view it as a competitor, even as its infrastructure spending balloons ahead of a planned November IPO.

SpaceX hit profitably in the third-quarter, with net income of $4.4 billion. AI was the engine.

Meta changes AI scraping policy but won’t add language respecting robots.txt.

It's probably time to audit your Gemini settings.

Simon Willison built Battle Drones, an RTS game using Claude prompting and audio-based multiplayer sync via vibe coding.

SF Compute's Evan Conrad outlines programmable data centers with GPU markets, physical settlement, and decentralized compute trading infrastructure.

Google has joined Amazon in releasing a developer tool that makes it easy for PyTorch users to move their apps off Nvidia GPUs.

The company says the feature is designed for situations where users might be discussing something personal or planning a surprise and want to keep those conversations private when handing their device to friends or family to show them something in another chat.

Ukraine’s latest drone innovation may boost bleak odds of evacuating casualties.

Meta says it paused a Muse feature that lets you share conversations with the AI assistant after researchers found the URLs publicly available on the web, as reported by Ars Technica. In a report published this week, researchers at the security firm Claroc say they found more than 6,800 Muse links through public DNS records. "People have the ability to share specific Muse artifacts, which creates a page that can be accessed by those with the link," Muse spokesperson Tracy Clayton says in an emailed statement to The Verge. "However, we've paused this functionality while we review this report a...

Model co-generates video and 3D skeletal motion for arbitrary character rigs, enabling playback in 3D scenes beyond pixel-level video synthesis.