MIT researchers say GPT-6 Astra edited 0.016% of Qwen3.5-0.8B weights without training, fixing reasoning loops and lifting MATH-500 from 7.9% to 48.1%.

The PGA-KD distillation framework: InfoNCE + MSE anchor point-wise features, L PGA aligns the noise-filtered geometry, L SCL synchronises intra- and inter-modal dependencies. With B = 64, the top 33 ...

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GPT-6 Astra edited Qwen’s weights and raised MATH-500 from 7.9% to 48.1% in author-run tests. How weight-space programming works—and its limits.

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"I couldn't do English at all, worse than usual...""Math IIBC, I ran out of time and didn't even finish half of it..."If you took the National Unified High School Student Test on November 1, 2026, and ...