Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs

Can a tiny, benign dataset secretly turn an AI into a political extremist? This paper explores 'ideological generalization' and its shocking implications. http://arxiv.org/abs/2607.14888v1

Episode metadata supplied by the publisher feed · Published Jul 17, 2026

Embed this episode

Attribution link and audio player

Ready to play

Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs

0:00 0:00

1×

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

Share this episode

Similar Episodes

No similar episodes found.

Similar Podcasts

CISO Perspectives (public) N2K Networks This season on CISO Perspectives, host Kim Jones explores some of the challenges of leading through uncertainty. We explore the complexity of the changing nature of regulation and working with the federal government, the evolution of privacy and fraud, and how emerging technologies like AI and quantum computing are changing cyber. When you don’t know what questions to ask, you’re afraid to ask, or don’t know who to ask, CISO Perspectives provides the foundation for learning in this brave new world.

Frequently Asked Questions

When was this AI Paper Drop episode published?

This episode was published on July 17, 2026.

Can I download this AI Paper Drop episode?

Yes. Use the download control on the episode player to save the publisher-provided media file.

URL copied to clipboard!