Stanford Researchers Propose Training Witnesses to Verify ML Results
Stanford and NYU researchers introduced Training Witnesses, a method that issues verifiable honesty certificates for training data and evaluations, letting trainers prove results are genuine at much lower verification cost.
2026-10-02 ~ 2026-10-02 · 2 related posts
- Training Witnesses proposes cheaply verifiable honesty certificates for ML data and evaluations — pratyusha_PS · 2026-10-02
- Stanford's Training Witnesses: certify ML training runs without trusting the trainer — pratyusha_PS · 2026-10-02