The 3T-class open-weight model supports a 1M token context window and reduces claim-level hallucination rates from 23.4% to 8.3%.
The new vercel connect discover command allows users to search and filter over 1000 services by name, keyword, or connection method.
Anthropic releases the Claude for Nonprofits plugin, built with ~30 nonprofits to support fundraising and operations, and plans to extend Claude Corps with a Taproot partnership.
Developers can now send input to running commands via the TypeScript or Python SDKs to interact with stdio MCP servers like agent-browser.
The Vercel provider runs agents and task environments in separate Sandboxes, allowing users to inspect task scores and recorded actions.
The new platform features distributed Git hosting, automated evals via 'The Trail', and open-source CLI tools for continuous agent memory.
The new suite uses MCP tools and Agent Skills to automate policy evaluation and troubleshoot 403 errors, reducing administrative overhead while maintaining security guardrails.
The company plans to list Class A common stock on the Nasdaq Global Select Market, with share count and price range yet to be determined.
Apple has unveiled a new iPad mini featuring the A20 Pro chip and an OLED display.
The method, presented at ICML 2026, generates observation and action models via LLMs to reconfigure the agent-environment interface, outperforming human-designed baselines in locomotion and manipulation tasks.
The optimization reuses successful dependency verification across deployments, allowing installs to complete in milliseconds when dependencies are unchanged.
It introduced the process of building AI systems tailored to data and work environments in nuclear, public, and defense sectors.
The Causal Grassmann layer achieves validation perplexities within 10-15% of size-matched Transformers on Wikitext-2 and slightly outperforms DistilBERT on SNLI.
Official MCP integrations are available for Autodesk Fusion, Wolfram, and MATLAB, while major CAM and 3D printing manufacturers lack native support, though OctoEverywhere offers a 3D printing MCP.
Anthropic donates the Agent Skills standard to the AAIF, initiating neutral governance.
Token costs fell to 43.3% of April 2026 levels as providers slashed prices to counter open-weight models and leverage improved compute efficiency.
Postman desktop version 12.33.4 automatically installed and enabled Claude Code plugin 2.0.1 and a Codex plugin at user scope during an upgrade.
The 2.8 trillion parameter model ranks 4th out of 215 models on the index but is noted for slow output speed and high verbosity.
The 33B model serves as a teacher for upcoming smaller agents and outperforms Qwen3.8-27B on Terminal-Bench 2.1 but trails on SWE-Bench Pro.
The open-source agentic IDE features isolated git worktree workspaces, living specs, and a lightweight architecture that runs the pi agent in-process.
AI Briefing