Study Models When AI Self-Improvement Becomes Self-Amplifying

Summary

An arXiv study introduces R_AI, a recursive reproduction number that indicates whether AI-assisted research improvements compound or weaken across development cycles. The framework separates self-amplification from rapid progress and examines the effects of research productivity, cycle duration, rising difficulty, and shared improvements across organizations.