Anthropic publishes the design of its multi-agent research system

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

Same week

Naver AI center head named Korea's first Senior Secretary for AI Future PlanningPressCognition publishes Don't Build Multi-AgentsOfficialMilvus 2.6 releasedOfficialMistral AI announces Mistral ComputeOfficial

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