One AI Signal, Many Human Judgments: A Bayesian Cascade Analysis of AI-based Credibility Indicators in Online Information Spread

arXiv:2608.30311 · cs.HC, cs.AI, cs.SI · Submitted 2026-08-31 · Read on arXiv

cs.HC, cs.AI, cs.SI

Submitted: 2026-08-31

Updated: 2026-08-31

Terminology

• Accuracy — 65× in this paper · explained in 1 episode
• Calibration — 19× in this paper · explained in 7 episodes
• Benchmark — 14× in this paper · explained in 2 episodes
• Aggregation — 13× in this paper · explained in 1 episode
• Provenance — 6× in this paper · explained in 4 episodes
• Clustering — 4× in this paper · explained in 2 episodes
• Robustness — 4× in this paper · explained in 5 episodes
• Accountability — 3× in this paper · explained in 2 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Alignment — 2× in this paper · explained in 1 episode
• Core — 2× in this paper · explained in 2 episodes
• AI Alignment — 1× in this paper · explained in 2 episodes
• Abstraction — 1× in this paper · explained in 1 episode
• Distribution Shift — 1× in this paper · explained in 6 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Scaffolding — 1× in this paper · explained in 3 episodes
• Trace — 1× in this paper · explained in 2 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

Sources

• When social influence promotes the wisdom of crowds
• AutoRedTrader: Autonomous Red Teaming of Trading Agents through Synthetic Misinformation Injection

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