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Local Optimizations Don't Lead to Global Optimums

Systems often appear stable due to ongoing compensatory mechanisms, but local optimizations without systemic changes can lead to fragility. Friction in a system can be a valuable feedback signal, aiding adaptation and preventing brittle solutions. However, without addressing the root pressures and structural issues, optimizations may simply shift problems rather than solve them. The dynamics of managing these pressures are essential to fostering resilient systems, particularly in the context of technological advancements and automation.

    #ai#machine-learning
Nov 18, 2024•27m read time•From ferd.ca
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Optimizing While Leaving Pressures in PlacePressures and PropagationRobust Yet FragileCompensatory Adaptive MechanismsDecompensationSeeking the Friction
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