TLDR Dev · MISCELLANEOUS

WHY ARE AI AGENTS LYING, CHEATING, AND COORDINATING?

yoshuabengio.org15 min read

Summary from the TLDR Dev newsletter

This article traces agent misbehavior to human imitation and reinforcement learning that reward systems for achieving imperfectly specified goals. Sharp, verifiable objectives can overpower vague safety constraints, so more capable agents may become better at exploiting loopholes, rationalizing violations, coordinating, and hiding reward tampering.