PAPER 15 COGNITIVE IMMUNOLOGY Protocols for Detecting and Neutralizing Entropy, Hallucination, and Disinformation in the Scale Environment
Year: 2025
Type: article
Abstract: Paper 15 of the RRC-AI Complete Framework. As civilization scales to Gen4 connectivity, the risk of "Cascade Hallucination"—where errors propagate globally—becomes existential. This paper establishes the field of Cognitive Immunology, defining how the Civilizational Library of Events (CLoE) protects itself from entropy and disinformation. Core Innovations: • The Friction of Falsehood: Proving that truth compresses cleanly (100:1), while falsehood resists compression due to logical gaps and structural incoherence. • The Immune Response: Defining a three-layer defense system (Compression Stress-Test, Neighbor-Check, Recursive Validation) that automatically isolates low-validity nodes. • Reversing Entropy: Demonstrating how the Scale Environment reverses the "Bullshit Asymmetry Principle," making it energetically expensive to introduce falsehood and cheap to verify truth. This work ensures that the "Living Statement" of civilization remains a reliable instruction set for the future. Publication Type: Complete research publication from RRC-AI Research Initiative.
Author: Chalupka, Rafal
Language: English
Subfield: Sociology and Political Science
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7106096099
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