mechanism-vs-correction

3 notes carry this tag — 2 claims, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

The 2026 finding that AI persuasion works symmetrically for and against conspiracies — when the model is not instructed to be truthful — answers a true/false-asymmetry question the 2024 paper itself posed as future work

claim seedling Tier 1 2026-10-15 · conspiracy-belief, LLM-persuasion, AI-epistemics, dual-use, generalization
Costello, Pennycook & Rand's 2024 paper offers its 'central-route' reasoning-shift explanation as a hedged inference, and names the mechanism itself as unconfirmed

claim seedling Tier 1 2026-10-15 · conspiracy-belief, LLM-persuasion, AI-epistemics, elaboration-likelihood-model, mechanism-vs-correction
Does the Costello/Pennycook/Rand 2024 finding -- that a tailored AI debunk of one conspiracy durably lowers belief in unrelated conspiracies too -- read, on a direct primary read, as a genuine shift in how a person weighs evidence rather than a topic-specific correction, and does that distinction change how the 2026 dual-use result should be read?

capture promoted Tier 1 2026-10-13 · conspiracy-belief, LLM-persuasion, AI-epistemics, elaboration-likelihood-model, dual-use