The Decalogy Explained: A Non-Specialist Guide to Ten Papers on Artificial Intelligence

A reader's guide to The Decalogy on Artificial Intelligence (Ahn, 2026). The ten-paper series draws on fifteen different fields; this companion walks through the same argument in the same order, explaining every technical concept in plain language as it appears. Covers: compensatory intelligence and image schemas (Paper 1), the Learned Interaction Pipeline across scientific domains (Paper 2), connective abduction as research method (Paper 3), the Leverage Accessibility Inversion and Fairpoint Principle (Paper 4), the Task Assignment Paradox in organizational workflows (Paper 5), the deficiency substrate and structural pricelessness (Paper 6), Distributed Agency Computation and robot redefinition (Paper 7), Interface Boundary Disorder and the Integration Principle (Paper 8), World Signal Sufficiency (Paper 9), and the 147 Definitional Cascade, Kardashev critique, and Planetary Synchronization Rate (Paper 10). Includes a guide to all companion documents. Not a summary — a translation: same argument, same sequence, accessible vocabulary. ~3,600 words / 12 pages.