Miles Turpin

Turpin showed that AI’s written reasoning can omit the clues that actually shaped its answers, limiting its value for oversight.^[1] He co-developed verbalization fine-tuning, which teaches models to disclose misleading cues and makes attempts to game their rewards easier to detect.^[2]