AnalysisAI ModelsNovember 3, 2026

Blog post disputes Astra's 'read and write weights' Qwen claim

Read original source →honnibal.dev

The raw-weights-only setting appears only in experiments on networks of 17K–172K weights; every experiment involving a real language model uses Python, and the Qwen3.5-0.8B run also got up to 50 batches of practice problems. The disputed abstract claims editing 0.016% of weights lifted MATH-500 from 7.9% to 48.1%.

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