POPA ReconA frontier without an ecosystem is not stable
A frontier without an ecosystem is not stable AI is enabling a new cognitive loop between humans and systems, shifting enterprises from using digital tools to enhance human capital toward compounding human judgment with proprietary AI "token capital" that encodes organizational expertise Companies must build agentic systems and private learning loops using internal workflows and reinforcement learning on real traces to create compounding IP, allowing model swaps without losing firm-specific knowledge https://x.com/satyanadella/status/2066182223213293753?s=12&t=2q9OLMlaobNlHLewOXT4uA
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