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MIT researchers use GPT-6 Astra to directly edit Qwen3.5-0.8B weights, lifting math scores

Researchers report GPT-6 Astra edited 0.016% of Qwen3.5-0.8B's weights without gradient-based training, raising its MATH-500 score from 7.9% to 48.1% and fixing reasoning loops.

Read the full story at Techmeme ↗

Timeline · 8 reports

  1. 2026-11-03 14:30 · DEV Community — Machine Learning
    GPT-6 Astra Edited Qwen3.5-0.8B's Weights. The MATH-500 Jump Was a Loop Fix
  2. 2026-11-03 14:16 · DEV Community — Machine Learning
    Hydrogen-1.0 MIT Open Weights: Gated BF16, NVFP4 262K Context Cliff, and Vendor FSR vs GPT-6 Astra
  3. 2026-11-02 22:16 · VentureBeat AI
    'Like gene editing for neural networks': MIT researchers used GPT-6 Astra to edit Qwen's open weights directly, boosting math performance
  4. 2026-11-02 21:36 · r/LocalLLM
    MIT researchers say GPT-6 Astra improved a small Qwen model’s math score from 7.9% to 48.1% by directly editing just 0.016% of its weights, without gradient-based training.
  5. 2026-11-02 21:25 · r/LocalLLaMA
    GPT-6 Astra Edits Qwen Weights: MATH-500 7.9% to 48.1%
  6. 2026-11-02 21:00 · Ethan Mollick (X)
    If this holds up, it is big: "We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math
  7. 2026-11-02 20:18 · r/singularity
    MIT researchers say GPT-6 Astra improved a small Qwen model’s math score from 7.9% to 48.1% by directly editing just 0.016% of its weights, without gradient-based training.
  8. 2026-11-02 20:00 · Techmeme
    Researchers say LLMs can be good at natively reading and writing neural network weights; GPT-6 Astra edited Qwen3.5-0.8B's weights to make it better at math (Rikiya Takehi)

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