Mathematical Model for Recursive AI Self-Improvement Growth
August 30, 2026
A new framework introduces the recursive reproduction number, R_AI, to determine if AI research gains will compound or dampen. If R_AI > 1, the system enters a self-amplifying regime where research productivity accelerates through feedback loops.
HOW THIS AFFECTS YOU
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researcherYou can use the R_AI metric to model the limits of recursive self-improvement in training loops.
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investorThis provides a framework for evaluating the long-term scaling potential of AI-driven R&D companies.