---
project: anomaly-atlas
document: Novelty check
author: Simon-Pierre Boucher
contact: contact@spboucher.ai
data_source: hfmarketdata.io
created: 2026-08-12
status: draft
---

# Novelty check

*Phase 11 output — written last. Assume NOT novel until evidence says otherwise.*