The Aggregate Audit Protocol

Macro Audits

Most decks fail a basic physics check. Once a quarter, we run the entire Judgment Graph™ — 60,000+ 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.

Q1 2026 · ASKODIN-MA-2026-Q1 · N=50,000+

The State of Venture Physics: Q1 2026

// KEY FINDING: 78.4% of decks contain a Compile-Time Error

The Audit Gap has widened. Average Presentation Quality 88/100 vs. Average Clarity Score 34/100. A clinical extraction of the three dominant structural failures of Q1 2026 — including the AI Wrapper Collapse.

Published 2026-04-25 Read Macro Audit →

Forthcoming

The next Macro Audit is compiled at the close of each calendar quarter. The Q2 2026 release is scheduled for July 2026.