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.
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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.
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.
Adderall's Molecular Path Through the Prefrontal Cortex
A rapid dive into how amphetamines shift dopamine signaling, heart-rate variability, and cortical gain control, pushing past what neuroscience can resolve.
AI peer reviewers disagree wildly, all while claiming 100% sure
A data dive into an AI paper-review dataset finds reviewer bots that never agree with humans, then a second AI stress-tests and corrects the first analysis.