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Research desk

Papers with their own pages

A note appears here when the paper, the link, and the authors check out. Citations are not invented.

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harnesses how-agents-work research task-performance

Paper breakdown · November 3, 2026

Paper breakdown: Weight-space programming — a language model that reads and edits neural weights

MIT CSAIL's November 2, 2026 note: GPT-6 Astra edited neural weights and raised a small model's MATH-500 score from 7.9% to 48.1%.

Paper breakdown · October 18, 2026

Paper breakdown: ReAct — reasoning and acting in language models

Editorial notes on Yao et al. 2022, the paper that interleaves free-text reasoning traces with actions in an environment.