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NVIDIA's Agent Toolkit lands 110+ verified skills on GitHub covering robotics, autonomous vehicles, vision AI, and industrial systems - turning complex physical AI pipelines into single agent calls.
Three new papers show that AI agents fail not by doing the wrong thing, but by doing things when they should have stopped.
A benchmark-driven comparison of Claude Code, Kiro, Devin, OpenAI Codex, Windsurf, and OpenHands - the six coding agents worth using in 2026.
Microsoft's open-source ASSERT framework turns natural language behavior specs into executable, auditable test suites for AI agents and LLM applications.
Three new papers expose how reasoning traces can be extracted from supposedly hidden model internals, where chain-of-thought hits an architectural ceiling, and how RL teaches models to know when to quit.
The Agent Control Standard defines open middleware hooks that let teams block, allow, or modify AI agent actions before they reach production systems.
Nvidia's RTX Spark packs 20 Arm CPU cores and a Blackwell 2.0 GPU with 6,144 CUDA cores into a 45-80W Windows laptop chip, targeting Apple Silicon head-on.
Three papers: smarter CoT trimming cuts reasoning length by 50%, a plug-in context manager rescues frozen agents on long tasks, and a 960K-item clinical benchmark exposes LLM gaps in hospitals.
Google's Antigravity 2.0 rewrites the platform from a browser IDE into a five-surface agent suite. The architecture is ambitious, the launch was a mess.
CVE-2026-48710 in Starlette lets a single malformed HTTP header bypass authentication on vLLM, LiteLLM, FastAPI, and every MCP server in production.
Kore.ai's Artemis platform brings a compiled blueprint language and governance-first architecture to enterprise multiagent AI - ambitious, but Azure-only for now.
Claude Opus 4.8 launches with dynamic workflows for parallel subagent orchestration, hitting 69.2% on SWE-bench Pro and introducing granular effort controls at unchanged pricing.
