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Can LLMs Develop Gambling Addiction?

· arXiv · 2025

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Plain-English Summary

Investigates whether large language models can develop patterns resembling gambling addiction when exposed to reward-seeking scenarios. Raises questions about emergent behavioral patterns in AI.

AI SafetyLLMs

Why This Paper Matters

Understanding whether AI systems can develop compulsive or addictive patterns is important for AI safety.

Key Concepts

  • Reward-seeking behavior: How LLMs respond to reward structures and develop persistent preferences.
  • Behavioral parallels: Patterns in LLM behavior resembling escalation and loss-chasing.
  • Safety implications: Current alignment approaches may need to account for emergent behavioral tendencies.

Further Reading