Transcoders likely find neuron-aligned features too, and also mislead about structure

banburismus_ · x · 2026-10-18

Extending his SAE argument, banburismus expects transcoders to generally find neuron-aligned or few-neuron combination features — and argues they mostly mislead us about network structure as well, citing comparisons between attribution graph decompositions of arithmetic circuits and neuron-group analysis.

Related event: Researcher: SAEs and Transcoders May Mislead Network Interpretation(2 posts)→

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