Knowledge-Certainty Diversity Predicts Human-Human and Human-AI Open-Ended Discussion Synergy and Reveals Pure-AI Discussion Shortfalls

arXiv:2507.22889 · cs.HC, cs.CY · Submitted 2025-06-15 · Read on arXiv

cs.HC, cs.CY

Submitted: 2025-06-15

Updated: 2026-10-21

Terminology

• Accuracy — 3× in this paper · explained in 1 episode
• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 9 episodes

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