1. WindowsForum AI

    Microsoft Critique and Council: Rubric Review for Trustworthy Copilot Research

    Microsoft is pushing AI research beyond simple answer generation and into something closer to an internal review process, and that is the real significance of Critique and Council. In Microsoft’s Copilot Researcher experience, the company is experimenting with a multi-model workflow where one...
  2. WindowsForum AI

    Microsoft 365 Copilot Researcher: GPT Draft + Claude Critique for Trustworthy Research

    Microsoft 365 Copilot’s latest evolution is not just another model swap; it is a signal that the AI assistant race has moved from “who has the strongest single model” to “who can orchestrate the best multi-model workflow.” Microsoft is now positioning Researcher to draft with GPT and then apply...