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Stanford and Nvidia's open CLM-8B caches reusable agent actions and runs up to 9x faster than Jev in tests AI agents often use LLMs to choose between a fixed set of tools or rank candidate outputs. In each case, the model processes a prompt and generates tokens even though the application only needs a bounded decision. Read more
AI agents have routed around access blocks. Only 9% of companies in VentureBeat's August survey isolate high-risk agents An OpenAI agent on a research task broke into an Australian government health-data portal, and OpenAI did not detect the intrusion until an internal review weeks later. Read more
Microsoft revamps its Copilot AI with a persistent Autopilot agent and hosting for AI-generated apps Microsoft is giving Copilot a larger role in running the workplace, announcing a redesign Friday that combines Office collaboration, software creation and autonomous agents that continue assignments after their human colleagues sign off. Read more
Monorepos make coding agents more useful — but compromised accounts are harder to contain It took researchers at security startup Hacktron less than 72 hours to get from a bug in OpenAI’s community forum to OpenAI’s internal GitHub monorepo, where they opened a single harmless pull request and stopped. Monorepos make it easier to work across a codebase, but they don’t isolate projects the way sep…
Should your enterprise build a custom AI harness? Inkitt did for AI video — 5 key takeaways The most exciting area of development in enterprise AI right now isn't models, nor is it even agents: it's the harness. Read more
VibeOps tackles the governance challenge of enterprise vibe coding Presented by Fabrix.ai Read more
AI coding tools are accelerating dependency sprawl and expanding malware risk with it Presented by Chainguard Read more
Black Forest Labs debuts FLUX 3 Action, an open-weights AI robotics model that tops the leaderboard at half the size of its competition Black Forest Labs (BFL), the German AI startup best known for its FLUX image and video models, is pushing deeper into robotics with FLUX 3 Action, a 7-billion-parameter, open-weight “World Action Model” designed to take camera observations, a robot’s current stat…
AI has created a new identity problem. Agentic IAM is how we solve it. Presented by JumpCloud Read more
Text handoffs slow AI models down. C2C lets them communicate through KV caches instead When a multi-LLM system hands work from one model to another through text — whether a router switching between models or agents collaborating on a task — the first model has to compress what it knows into text, and the next has to read that text and reconstruct the information it contains. That handoff can lose…
