Debugging a Clustering Algorithm From an Academic Paper
A user and Claude implement a clustering algorithm from an academic paper in C++, then hunt down a string of real compiler errors together, line by line.
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Auditing the Physics of an AI-Built Power Amplifier Simulator
A detailed physics audit turns a React power-amplifier simulator into a self-consistent device model, with sharp back-and-forth catching real math errors.
Chasing a Counterexample to the Jacobian Conjecture
Claude runs a disciplined symbolic search for a map that would refute the eighty-year-old Jacobian conjecture, and the hunt turns up something startling.
Synthesizing Sorting Networks With Disjunctive ASP
Claude writes a sorting-network synthesizer using disjunctive answer-set programming, catches its own logic bug, and verifies results by brute force.
A Rigorous Takedown of an Evolutionary Psychology Study
The assistant first summarizes a study linking evolutionary framing of male aggression to victim-blaming, then dissects its methodology for overreach.