Overreliance on AI in Information-seeking from Video Content

arXiv:2603.19843 · cs.CY, cs.CL, cs.HC · Submitted 2026-03-20 · Read on arXiv

cs.CY, cs.CL, cs.HC

Submitted: 2026-03-20

Updated: 2026-08-31

Terminology

• Accuracy — 45× in this paper · explained in 1 episode
• Generative AI — 12× in this paper · explained in 2 episodes
• Semantic Understanding — 4× in this paper · explained in 2 episodes
• Hallucination — 2× in this paper · explained in 3 episodes
• LLM-as-a-Judge — 2× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 2× in this paper · explained in 6 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Annotator Agreement — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Cooperation — 1× in this paper · explained in 2 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Generalizability — 1× in this paper · explained in 6 episodes
• Trace — 1× in this paper · explained in 2 episodes
• Verifiability — 1× in this paper · explained in 2 episodes

Sources

• The Rise of AI Search: Implications for Information Markets and Human Judgement at Scale
• Human Trust in AI Search: A Large-Scale Experiment
• Conversational AI increases political knowledge as effectively as self-directed internet search
• Auditing LLM Editorial Bias in News Media Exposure

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