LLM fabrication controls

Co-Scientist checks every number in its manuscript against the code's execution log

Programming a furnace is the eye-catching part, but the piece worth copying is a verification module that refuses any figure it cannot resolve to a logged result, which cuts reported fabrication to 4 percent without telling you what the number means.