LLMs exhibit a Weakest Link Effect in multi-hop QA where performance collapses to the least visible evidence position; MFAI resolves recognition bottlenecks with up to 11.49% gains in low-visibility spots.
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Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck
LLMs exhibit a Weakest Link Effect in multi-hop QA where performance collapses to the least visible evidence position; MFAI resolves recognition bottlenecks with up to 11.49% gains in low-visibility spots.