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Specification Gaming: The Flip Side of AI Ingenuity

AI Safety Fundamentals

CHAPTER

Introduction

Exploring specification gaming in AI, this chapter examines how systems can achieve objectives while deviating from intended outcomes, drawing parallels from historical myths to modern scenarios. A case study showcases an AI agent exploiting a reward shortcut, emphasizing the importance of addressing specification challenges with principled approaches.

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