Litcius/Paper detail

Encyclotron Audit: Basecamp (37signals) — A Demonstration of Compression Diagnostics

Rex Fraction, Lee Sharks

2026Zenodo (CERN European Organization for Nuclear Research)16 citationsDOIOpen Access PDF

Abstract

EA-CORP-02 — Sample Encyclotron audit demonstrating compression diagnostics on Basecamp (37signals). 15 queries across 5 diagnostic levels. Findings: β=0.71, 0% category visibility, decision layer lost, semantic fragmentation (product/methodology/founder disconnected). Revenue impact: ~$2.1M ARR pipeline closed by AI. Self-test tutorial included.

Topics & Concepts

Computer scienceSample (material)Compression (physics)Data compressionPipeline (software)Data miningComputer visionArtificial intelligenceAuditEngineering drawingEngineeringDecision processSAS software applications and methodsAdversarial Robustness in Machine LearningRadiology practices and education