AWS details access control for RAG with Amazon Quick and Bedrock

The Decisions API returns structured probabilities, choices, and scores instead of generated text, and OpenAI says it makes decisions up to 10x faster than GPT-6 Luna via the Responses API. Input is billed at 10 cents per million tokens with no output charge.

At a San Francisco event, Jensen Huang and Satya Nadella outlined co-engineered hardware and software for agents on Windows PCs. Microsoft announced general availability of Microsoft Execution Containers (MXC), OS-level infrastructure for running agents safely in the background.

Three Axiom engineers wired GPT-6 Astra to windscreen cameras and a 2024 Corolla's power steering, and it navigated the drive-thru with no prior coaching. GPT, Claude, and Grok were tested; only one succeeded.

Muse has topped 6.6 million installs since launching on iOS and Android on September 8, per Sensor Tower estimates. The iPad release adds connectors including Asana, Canva, Figma, GitHub, QuickBooks, Notion, and Zoom, plus retail partners Best Buy, Gap, Sephora, Walmart, and Wayfair.

NVIDIA's Seattle Robotics Lab automated two GB300 tray tasks: busbar assembly (grasp, insert, screw at 16 locations) and multi-connector insertion of two large and two small connectors into tight-clearance sockets. The lab calls it one of the hardest problems in its nine years, testing where end-to-end learning beats a modular stack.