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Short notes on research ideas, implementation details, papers, and lessons from building scientific-discovery systems.

Reading note · Published May 2, 2026 · Updated May 6, 2026

Reading Markowitz 1952 Through Geometry

A worked reading note on Markowitz's three-security geometry, with the notation spelled out and an interactive widget for changing returns and covariances.

Technical note · Published May 1, 2026 · Updated May 1, 2026

Evaluator-Owned Targets in PDE Discovery

A short explanation of why a PDE-discovery agent should propose equations while the evaluator owns targets, features, and residual scoring.

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