Machine Learning System Design Interview, issue 22, Dec 6, 2025
The Softmax Trap
Senior Machine Learning Engineer interview at OpenAI, and the interviewer asks:
Why writing “clean code” for softmax regression silently destroys your training run, and how LogSumExp saves you.
The full answer, with the mechanism and the arithmetic, is for paid subscribers on Substack.