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ai research agents
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Discussions on WindowsForum about AI research agents focus on Microsoft's Copilot Researcher, which now includes Critique and Council features to improve trust and reliability in enterprise AI research. These additions transform Copilot from a chat assistant into a modular agent platform, addressing the challenge of making generated research fluent and reliable. Microsoft is betting on transparency, multi-model workflows, and internal evaluation loops as key differentiators. The Researcher tool uses GPT for drafting and Claude as a second-pass reviewer, improving DRACO benchmark performance by 13.8%. This shift highlights the move from single-model strength to orchestrated multi-model workflows in enterprise AI.
Microsoft is pushing deeper into enterprise AI research with two new capabilities for Researcher, its Copilot-based research agent: Critique and Council. The timing matters. Microsoft has spent the past year turning Copilot from a chat assistant into an increasingly modular agent platform, and...
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...