Researchers reproduce emergent misalignment and subliminal learning in a pre-1931 text model

Miles_Brundage · x · 2026-10-14

statuseffects and DavidDAfrica reproduced emergent misalignment and subliminal learning in talkie, a model trained on pre-1931 text. The accompanying figure shows a dinner-party-guests experiment: the misaligned talkie picks figures like Robespierre and Torquemada (and Hitler et al. on web corpora), while aligned models pick benign figures. Former OpenAI policy head Miles Brundage amplified the work.

Original post →

More from Research

Research channel →