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feat: add Fake News Epidemic example model#236

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adarshkumar23 wants to merge 1 commit intomesa:mainfrom
adarshkumar23:example-fake-news-model
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feat: add Fake News Epidemic example model#236
adarshkumar23 wants to merge 1 commit intomesa:mainfrom
adarshkumar23:example-fake-news-model

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@adarshkumar23
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A research-grade simulation of misinformation spread in social networks using LLM-powered agents with 4 agent types:

  • RegularCitizen: Evaluates, believes/rejects, shares news with trust-based reasoning
  • Propagandist: Creates convincing fake news to advance hidden agendas
  • FactChecker: Analyzes and flags misinformation, warns other agents
  • NewsCreator: Legitimate journalist creating factual news

Key features:

  • Evolving trust network between agents
  • Critical thinking levels affecting belief thresholds
  • Data collection: fake vs real news spread rates, belief rates, fact-checker accuracy
  • Spread chain tracking for information cascade analysis

A research-grade simulation of misinformation spread in social networks
using LLM-powered agents with 4 agent types:

- RegularCitizen: Evaluates, believes/rejects, shares news with trust-based reasoning
- Propagandist: Creates convincing fake news to advance hidden agendas
- FactChecker: Analyzes and flags misinformation, warns other agents
- NewsCreator: Legitimate journalist creating factual news

Key features:
- Evolving trust network between agents
- Critical thinking levels affecting belief thresholds
- Data collection: fake vs real news spread rates, belief rates, fact-checker accuracy
- Spread chain tracking for information cascade analysis
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coderabbitai bot commented Mar 17, 2026

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@wang-boyu wang-boyu added the example Release notes label label Mar 23, 2026
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