The DecoderT2·74 pts
- Nine leading AI agents produced 135 submissions, none of which satisfied all expert requirements
- Agent-written papers looked like real research but often claimed experiments that were never performed
- The authors frame the benchmark as a testbed for systematically improving research agents, not a verdict on AI in science