Shared research evaluation criteria mapped to different researchers' preferences

Learning Individual Scientific Taste: Personalizing Research Direction Selection with PHD

Which research direction is worth pursuing? Researchers may agree on a proposal’s novelty or technical depth and still choose different directions. Our new paper, Learning Individual Scientific Taste with Privileged Hindsight Distillation, studies how AI can learn these individual preferences from a small number of comparisons. ...

October 14, 2026 | Estimated Reading Time: 3 min