X Community Notes

active

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 effe

Top Related Pages

Approach

Community Notes for Everything

A proposed cross-platform context layer extending X's community notes model across the entire internet, using AI classifiers to serve consensus-vet...

Risk

Epistemic Collapse

Society's catastrophic breakdown in distinguishing truth from falsehood, where synthetic content at scale makes truth operationally meaningless.

Approach

Design Sketches for Collective Epistemics

Forethought Foundation's five proposed technologies for improving collective epistemics: community notes for everything, rhetoric highlighting, rel...

Concept

epistemic-tools-tools-overview

Software platforms and tools designed to support forecasting, prediction, knowledge coordination, and decision-making under uncertainty in the epis...

Person

Elon Musk

Tesla and SpaceX CEO, OpenAI co-founder turned critic, and xAI founder.