AI Safety Fundamentals: Alignment cover image

Specification Gaming: The Flip Side of AI Ingenuity

AI Safety Fundamentals: Alignment

CHAPTER

Introduction

Specification gaming is a behaviour that satisfies the literal specification of an objective without achieving the intended outcome. This problem also arises in the design of artificial agents, such as reinforcement learning Agents. We have collected around 60 examples so far, aggregating existing lists and ongoing contributions from the AI community. In this post, we review possible causes for specification gaming, share examples of where this happens in practice, and argue for further work on principled approaches to overcoming these problems.

00:00
Transcript
Play full episode

Remember Everything You Learn from Podcasts

Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.
App store bannerPlay store banner