Coherence Cliff
Scaling Evidence for Sheaf Diagnostics
Key result
Sheaf R² > 0.96 at all scales; best baseline degrades 0.83 → 0.52 as agent count grows 5 → 50
Falsification
A bounded-depth testing strategy that maintains accuracy at scale
Abstract
Documents the regime change where conventional testing breaks down as composition size grows. Six convention dimensions grounded in real standards.