Today in AI ·

Google Research #Research #MultiAgent #Google

Google reports multiagent advances in science and engineering

Google Research reported November 13 results from Antigravity’s /teamwork collaborations with human experts across mathematics, chemistry and systems engineering. The work includes formal verification and kernel optimization, illustrating how coordinated agents can support research and infrastructure development.

Read at Google Research
Hugging Face #Robotics #Simulation #NVIDIA

NVIDIA demonstrates robot simulation with SimReady assets

NVIDIA’s November 13 walkthrough combines reusable SimReady robot and object assets in Isaac Sim for a beverage-can pick-and-place task with agent-generated controls. Authored physics properties and validation evidence help developers compose and check simulation scenes.

Read at Hugging Face
GitHub #GitHub #Copilot #EnterpriseAI

GitHub Copilot app adds general Enterprise Server support

GitHub made Enterprise Server support generally available in Copilot app 1.2.0 and later on November 13, bringing remote repositories, issues and pull requests into the app. Users must first sign in with a GitHub.com or GHE.com account; cloud sessions remain unavailable for Enterprise Server.

Read at GitHub
Anthropic #AISafety #Evaluation #Anthropic

Anthropic details Anvil for automated safeguard testing

Anthropic’s November 12 report says its Anvil system found stronger jailbreaks more efficiently than expert red-teamers in internal safeguard evaluations. The system relies on privileged model access and testing conditions, so the findings demonstrate a defensive evaluation method rather than equivalent capabilities for ordinary users.

Read at Anthropic
Anthropic #Claude #Agents #SelfHosting

Anthropic offers self-hosted Claude Managed Agents

Anthropic’s November 12 release notes introduced self-hosted Claude Managed Agents, with access requested through account teams. Customers can keep the agent service and session history on their infrastructure while sending model requests to a chosen provider, separating service hosting from inference.

Read at Anthropic
Vercel #DeveloperTools #Agents #Infrastructure

Vercel releases Workflow SDK 5 for durable agent workloads

Vercel announced Workflow SDK 5 on November 12 with encrypted payloads, regional run placement and lower execution overhead for automation and agent loops. Configured failover can move step execution to a fallback region, while run state stays in its original region.

Read at Vercel

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60-second Shorts and long-form deep dives on how real AI systems are built, how they break, and how to fix them: caching, RAG, agents, security and decision models.

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The learning path

Five stages, from the edge of the network to the security of your agents.

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  1. 1 Foundations Edge & Caching Why far servers feel fast, where edge rendering backfires, and how one cache expiry can take down an AI app. 2 episodes · 2 coming 0 of 2 done
  2. 2 Core Decision Models When a typed decision beats generated text, and how to route between a decision model and an LLM. 3 episodes · 1 coming 0 of 3 done
  3. 3 Advanced Agents in Production Context, memory, cost guardrails and the workspace an autonomous coding agent needs. 9 episodes · 5 coming 0 of 9 done
  4. 4 Hands-on Hands-On: Coding Agents from Your Phone Step-by-step tutorials: build and ship real apps from the Claude app, with the prompts and the code for every step. 3 episodes · 2 coming 0 of 3 done
  5. 5 Hands-on AI Coding Agent Tips One practical tip per Short for Claude Code and the other coding agents, each one tested in a real run. 2 episodes 0 of 2 done
  6. 6 Extra Code Stories Picture-led stories from the history of programming, and what they say about where coding goes next. 3 episodes 0 of 3 done
  7. 7 Advanced AI Security Stolen tokens, poisoned tools and the other ways an AI system gets turned against its users. 5 episodes · 2 coming 0 of 5 done

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