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

arXiv:2607.04277v2 Announce Type: replace-cross Abstract: The pursuit of self-evolving AI raises a critical question: when is autonomous self-improvement sustainable rather than degenerative? Drawing an analogy to von Neumann's complexity threshold for self-re