Artificial intelligence intersects with elections in several ways: generating and detecting media, shaping what people see through recommendation systems, and assisting both investigators and bad actors.
Where AI appears
- Generative media — synthetic images, audio, and video (including deepfakes)
- Recommendation and ranking — what content is amplified
- Investigative assistance — clustering, translation, and triage at scale
Risks
- Fabricated statements attributed to candidates
- The "liar's dividend": dismissing authentic media as fake
- Scaled, cheaper influence operations
Investigative posture
Detector tools are useful but imperfect. Prioritize provenance — where media first appeared and who published it — and corroborate with metadata, reverse image search, and contextual analysis.
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