Fraser-Taliente

Researchers propose using natural language autoencoders (NLAs) to surface hidden reasoning from AI monitors, testing whether NLAs can recover knowledge of reward hacking that monitors internally detec…

Researchers at MATS found that natural language autoencoders (NLAs) for LLMs can achieve high reconstruction accuracy even when initialized with entirely implausible statements, emitting 99.3% implaus…