Information Diffusion & Accuracy Simulator

D3 Network Dynamics
"They were not worried about Elon buying Twitter to spread misinformation. They were worried about Elon buying Twitter to spread accurate information."True (@elonmusk quote of @TheRabbitHole)
Unexposed Accurate Signal Misinformation Skeptic Filter Node
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Mathematical Model of Information Contagion

Social networks exhibit asymmetric contagion governed by verification friction (independent peer scrutiny before retweeting) and algorithmic amplification (boost given to high-salience claims). In high-skepticism clusters, inaccurate claims face steep propagation decay, allowing verified accurate narratives to achieve durable reach across cross-ideological bridges.