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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jizhang Huang

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#reinforcement learning Open access Oct 2026

Emergence Conditions and Robustness Verification of Minimal Self-Awareness: A Systematic Study Based on Controlled Ablation Experiments

Abstract The origin of self-awareness is a fundamental issue at the intersection of cognitive science and artificial intelligence. Existing studies mostly focus on the operating mechanisms of higher-order consciousness, and lack systematic controlled experimental verification of the emergence conditions for the most ba...

Jiye Huang, Jizhang Huang · 0 citations
#reinforcement learning Open access Oct 2026

On "Goal-Driven Life Forms": The Nature, Boundaries, and Safety Implications of AI

Abstract Contemporary large language models (LLMs) and reinforcement learning (RL) agents are inherently goal-seeking organisms: they optimize reward signals relentlessly, with no inherent ethical or epistemic constraints. While this intrinsic drive enables superhuman exploratory capability, it inevitably gives rise to...

Jiye Huang, Jizhang Huang · 0 citations

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