Assistant-tuned LLMs are trained not to talk about certain things (e.g. their opinions). Do some of those things they're not allowed to talk about secretly form representations that end-up representing 'undisclosed opinions'. How would we find them?
If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:
@misc{holtzman-llm-unspeakables-2026,
author = {Holtzman, Ari},
title = {LLM Unspeakables},
year = {2026},
url = {https://hypogenic.ai/ideahub/idea/uMyV9umKSVAgsFfT9IrH}
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