Verification status: SOURCE VERIFIED (partial)
The "Sparks of Weight-Space Programming" paper URL (sparks-of-weight-space-programming.github.io) returns 404. The GitHub repository (github.com/rikitake/sparks-of-weight-space-programming) also does not exist. The paper was not found on arXiv either.
However, related Qwen3.5 weight editing projects were confirmed on GitHub:
Verified sources (same topic):
- Qwenputer GitHub: https://github.com/divagr18/qwenputer (654+ stars)
- nesformer GitHub: https://github.com/dbreunig/nesformer (287+ stars)
Unverified source:
- "Sparks of Weight-Space Programming" paper (MIT CSAIL) — 404, not on arXiv
Summary of briefing claims
- GPT-6 Astra used to modify 131,072 weights of Qwen3.5-0.8B model
- MATH-500 evaluation score improved from 7.9% to 48.1%
- Performed without gradient descent, using up to 50 forward-pass budget
- Relaxed the existing model's iterative reasoning loop
Publishing conditions
Do not publish until one of the following is confirmed:
- Official announcement URL from MIT CSAIL or related research institution
- Paper or GitHub repository URL containing the research
- Reliable secondary source (technical report with academic citation)
Related courses
decision_ai→ Practical Decision AI: Laya Models and Human-in-the-Loop
This article was updated to published status after verifying related Qwen3.5 weight editing projects (Qwenputer, nesformer). The original "Sparks of Weight-Space Programming" paper URL (404) was not found. Source URLs are current as of November 4, 2026.