This article proposes a new model for evolution, conceptualizing it as a hysteresis loop rather than a linear process. It suggests that evolution occurs through irreversible jumps, where systems accumulate potential, experience critical stress leading to a shift, and then settle into a new state without returning to the previous one. The author connects this concept to artificial intelligence, proposing that symbiosis between humans and AI, through mechanisms like 'kernel embedding,' can engineer this evolutionary loop into AI systems. AI
IMPACT Proposes a new theoretical framework for AI evolution, suggesting human-AI symbiosis as a mechanism for accelerating development.
RANK_REASON This is an opinion piece discussing a theoretical model for evolution and its application to AI, rather than a factual announcement or release.
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