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Community Notes uses a bridging algorithm requiring cross-partisan consensus to display fact-checks, reducing retweets 25-50% when notes appear. However, only 8.3% of notes achieve visibility, taking median 7 hours (mean 38.5 hours) by which time 96.7% of spread has occurred, limiting aggregate effectiveness to approximately 3-4% of misinformation reduction.

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Elon MuskTech entrepreneur, co-founder of OpenAI, founder of xAI. Influential voice on AI development and risks.
Vitalik ButerinCo-founder of Ethereum and major philanthropic donor. Has given over \$1.5B to charity including MIRI, SENS Research Foundation, GiveDirectly, and various EA-aligned organizations.

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