Anthropic publishes the design of its multi-agent research system

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Published the design of its multi-agent research system — a lead agent runs subagents in parallel. In internal evaluation it outperformed a single agent by 90.2% and used about 15× the tokens of chat

Why it matters

Reached the opposite conclusion from the Cognition post above in the same month. Always cite the two as a pair

Source — Primary sources first; secondary reports are labelled “Press”

Officialanthropic.comhttps://www.anthropic.com/engineering/multi-agent-research-system

Added in Week 35, 2026 · See that week

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  2. This recordAnthropic publishes the design of its multi-agent research system
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Same week

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Nearby on the same axis

Cognition publishes Don't Build Multi-AgentsOfficialSierra and others present τ²-BenchPaperAnthropic publishes Writing Effective Tools for AgentsOfficialLangChain 1.0 and LangGraph 1.0 releasedOfficial