Author

Jiang Zhang

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Review Open access Aug 2026

Self-Referential Introspection in Large Language Models: The Critical Threshold for Recursive Self-Improvement

It is argued that sustainable recursive self-improvement in large language models (LLMs) requires a functional analogue: introspection—the system’s capacity to simulate its own operations and target modifications.

Jiang Zhang, Bing Yuan, Qian Zhang · Entropy · 0 citations

#artificial intelligence Review Jul 2026

Self-Reference in Large Language Models: The Introspection Threshold for Recursive Self-Improvement

It is argued that sustainable recursive self-improvement in Large Language Models (LLMs) requires a functional analogue: introspection -- the system's capacity to simulate its own operations and target modifications.

Jiang Zhang, Bing Yuan, Qian Zhang · arXiv.org · 2 citations