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2 articles in Hamidun·Latest: November 8· Active·t.me ↗
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GPT-6 Astra Changed 0.016% of Qwen's Weights and Lifted MATH-500 from 7.9% to 48.1%
ResearchTG: @denissexy (Denis Sexy IT)

GPT-6 Astra Changed 0.016% of Qwen's Weights and Lifted MATH-500 from 7.9% to 48.1%

A large model found the cause of looping in Qwen 0.8B and surgically fixed its weights without any training. The result is impressive, but it is too early to turn the experiment into a universal recipe.

Nov 8, 2026·2 min
GPT-6 Astra Completed 40% Fewer AI Safety Tasks
EthicsTG: @denissexy (Denis Sexy IT)

GPT-6 Astra Completed 40% Fewer AI Safety Tasks

Same code, different labels—and the model behaves differently. For developers, this is a warning: an agent's response cannot be treated as complete until the result has been verified against tests and explicit criteria.

Nov 8, 2026·2 min