Data scientist debunks 'growing AI' narrative: it's just gradient descent nudging token probabilities

gerardsans · x · 2026-10-13

Responding to claims that AI 'grows' itself, data scientist Gerard Sans argues training is merely gradient descent adjusting token probability distributions under current weights — anthropomorphizing, not growth. He also criticizes Anthropic and other labs for having incentives to build mythical narratives around statistics, urging people to learn the technology instead of the story.

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