Compression artifacts are data fossils, not windows into a digital mind

gerardsans · x · 2026-11-07

In a follow-up to his argument that ICL is just a regular forward pass, Gerard Sans criticizes much interpretability work as 'latent space archaeology': compression artifacts aren't a window into a digital mind but an average that gained probability mass — a bias, a data fossil of that specific model and training regime.

Related event: Researcher Critiques 'Latent Space Archaeology': Compression Artifacts Are Not a Window into Digital Minds(2 posts)→

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