October 9, 2026 · English
Do Rubrics Expand What RL Can Learn?
Eight experimental figures on judge choice, reward design, and whether better sampling means broader reasoning coverage.
Read the experiment log ↗Sophia's technical notebook
Technical notes
Notes on graph learning, language models, and how we teach machines to reason. Experiments, explanations, and the questions worth keeping.
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