Credibility-first video discoveryAn epistemic system under development
This documentation explains how the system reasons about credibility, uncertainty, and evidence. It does not explain how to grow, go viral, or maximize engagement.
The system prioritizes confidence over reach.
All estimates include uncertainty bounds.
Users see confidence intervals, not point estimates.
False confidence is more harmful than acknowledged uncertainty.
The system is under development and acknowledges its limitations.