Essays · 17 August 2026
I Ran the Same Audit Nine Times. Four Missed the Hole.
Nine runs on three fixtures I wrote myself, same prompt, same morning — the only variable was the model. The cheaper model missed a deliberately planted missing entry in four of five runs; the expensive one caught it in four of four.