ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence

In three linesScientistOne, an autonomous research system, introduces Chain-of-Evidence (CoE) to trace every claim to its source. Evaluation across 75 papers: baseline systems show 21% hallucinated references, 42% score verification pass rate. ScientistOne achieves 0 hallucinations, perfect verification, and matches or exceeds human expert performance on five tasks.

Summary generated by Claude — human-verified