Blog
Research notes and technical writing.
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Knowledge-Centric Self-Improvement
Project page for our COLM 2026 workshop paper on knowledge-centric self-improvement.
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The Submartingale Condition: When Self-Improvement Actually Improves
The real challenge of self-improving AI isn't getting the first improvement to work. It's keeping the improvements coming.