The Aggregate Audit Protocol
Most decks fail a basic physics check. Once a quarter, we run the entire Judgment Graph™ — 110,000+ compiled narratives — and report what the engine actually flagged across the market. Not commentary. Not predictions. Just the structural failures live in early-stage venture right now.
That presentation has outrun reasoning. In the Q1 2026 audit (N=50,000+ at that vintage), 78.4% of decks contained a Compile-Time Error, and the average Presentation Quality of 88/100 sat against an average Clarity Score of 34/100. Each report below is stamped with its quarter and sample; read the latest first.
Forthcoming
The next Macro Audit is compiled at the close of each calendar quarter. The Q3 2026 Macro Audit is scheduled for October 2026.