LLM reliability and verification burden

Five weeks of verified Claude algebra closed an 18-month electrophoresis stall

A Colorado group handed the long perturbation algebra to Claude and spent its own time stress-testing what came back, which is where the useful part sits, because the model's errors got harder to catch as the work went deeper.