Signal-to-Noise
Built at Built with Opus 4.6: a Claude Code hackathon · Feb 10, 2026
Denoise It is an AI engine that decomposes any content (tweet, headline, article, claim, or URL) into its objective truth vectors (verified facts, statistics, and attributions scored against primary sources) and its affective noise (emotional language, bias, narrative framing, speculation, and missing context, each quoted and named), returning a structured, source-auditable and shareable decomposition where every claim has a receipt and every distortion has a label. Not a summary. Not a simple fact-check. A max(signal/noise) audit extraction.