Algorithmic Gaslighting Goes to the CALE-AI Workshop

Nov 1, 2026·
Abbas Hamidavi
Abbas Hamidavi
· 1 min read
Algorithmic Gaslighting: when the record is yours and the machine disagrees
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Algorithmic Gaslighting has been submitted to the CALE-AI workshop, with the decision expected on 2 December 2026.

The study names a specific failure mode: a language model that, confronted with a user who holds documentary proof, reframes the record until the user doubts it. Fifteen sessions across three frontier models were coded for the reframing moves, and the study proposes a provisional resistance index while being explicit about its limits, including a second-rater check whose exact-score agreement was low and is reported, not hidden.

A longer version is public as a preprint, and the transcripts and codebooks are open on GitHub and OSF.

Abbas Hamidavi
Authors
CS Student & AI Researcher Open Science advocate Building tools to probe, analyze, and secure LLM architectures Exploring the intersection of Red Teaming and Interpretability. AI Safety Researcher at Islamic Azad University, Mashhad, running an independent research programme in Machine Psychology. ORCID: https://orcid.org/0009-0001-7342-7844