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Essays

Arguments and working notes on agents, post-training, and the craft of scientific design.

November 3, 2026 · 5 min read What Can Agents Do for Scientific Design? Prediction tells us what a structure will do. Design asks for a structure that does what we want. Why agents are well suited to the second question, and what still stands in the way.