Lennie Wells

Researchers at an undisclosed lab introduced a best-of-N (BoN) optimization method as a proxy for self-play training in debate protocols, aiming to improve scalable oversight for AI systems. Their exp…

Researchers reviewing AI safety debate protocols found that current "propose-critique-decide" models are vulnerable to gaming, where critic models exploit a "last mover advantage" by withholding key c…