Researchers debate interpretability as a hedge against latent reasoning architectures

ChrisGPotts · x · 2026-09-27

This thread builds on a research direction raised by Ryan Greenblatt: if systems move toward latent reasoning architectures like COCONUT, how would we decode that into something resembling the corresponding chain-of-thought? The quoting researcher argues interp is worth nurturing as a hedge against the possibility that people (or AIs) will develop latent reasoning anyway, betting Greenblatt and peers would agree. Originally shared by NLP researcher Chris Potts.

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