Good morning, and welcome back to Techzip AI Newsletter.

Today’s issue tracks Meta’s Muse Gadgets and its move to open Muse hardware to developers, alongside Dots and Muse competing to become the main AI assistant.

We also look at OpenAI’s GPT-6 production playbook for model choice, context reuse, evaluation, approvals, and long-running work; Hugging Face’s multi-harness reinforcement learning research; and WebMCP, which lets websites describe actions for AI agents. The common thread is AI deployment across hardware, software tools, coding workflows, and production systems.