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AI training paradigms challenged by organic wound analogy

A Mastodon post argues that a wound represents a fundamental structural change to an organism, not merely a data point for a cost function. The author suggests that such changes reorganize future behavior organically, contrasting this with parameter updates driven by external optimizers in AI systems. This perspective challenges conventional AI training paradigms by emphasizing the qualitative impact of experiences. AI

IMPACT Challenges conventional AI training paradigms by highlighting the qualitative impact of experiences over simple parameter updates.

RANK_REASON Opinion piece from a social media platform discussing AI concepts.

Read on Mastodon — fosstodon.org →

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AI training paradigms challenged by organic wound analogy

COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    A wound is not a data point fed into a cost function; it is a structural change to the organism that experienced it, reorganizing future behavior at the level o

    A wound is not a data point fed into a cost function; it is a structural change to the organism that experienced it, reorganizing future behavior at the level of the body rather than through a parameter update chosen by an external optimizer.🌱 https:// athinkerinnature.substack.c…