Gustavo Danon

Split Personality Training: Revealing Latent Knowledge Through Alternate Personalities

Detecting misalignment in large language models is challenging because models may learn to conceal misbehavior during training. Standard auditing techniques fall short: black-box methods often cannot distinguish misaligned outputs from benign ones, and mechanistic interpretability does not scale wit…