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Reasoning Loops

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Baobao Algorithm Notes
Baobao Algorithm Notes
Nov 3, 2026 · Artificial Intelligence

Debunked: 0.016% Weight Edit Fixed Qwen's Reasoning Loops, Not Math Ability

The viral claim that editing 0.016% of Qwen3.5-0.8B's weights boosted math accuracy sixfold is misleading; MIT's weight-space programming method actually identified and suppressed a reasoning-loop direction causing token-limit truncation, fixing a bug rather than adding mathematical capability, as shown by failure on Gemma 3 270M.

Activation AnalysisInterpretabilityMIT CSAIL
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Debunked: 0.016% Weight Edit Fixed Qwen's Reasoning Loops, Not Math Ability