Tool-space Interference: An emerging problem for LLM agents
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286 дней – 1441:29:59Опубликовано 9 декабря 2025, 17:00
Tool-space interference occurs when adding an otherwise reasonable agent or tool to a team or agent reduces end-to-end task performance. We study the phenomenon in an analysis of 1470 MCP servers and make practical suggestions for MCP client, server, and marketplace developers.
This session aired on December 9, 2025, at Microsoft Research Forum, Season 2 Episode 2.
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This session aired on December 9, 2025, at Microsoft Research Forum, Season 2 Episode 2.
microsoft.com/en-us/research/v...
microsoft.com/en-us/research/b...
github.com/microsoft/mcp-inter...
Register for the series to learn about future episodes: aka.ms/registerresearchforumYT...
Continue watching this episode: aka.ms/researchforumYTs2e2
Explore all previous episodes: aka.ms/researchforumYTplaylist
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