Randomness as System Maintenance Mechanism
ORIGINAL THOUGHT PAPER · MAY 2026 Randomness as SystemMaintenance Mechanism First Principle: Constrained Random Variables Are the Core FactorSustainin…
Research Papers
The Essence of Scientific Civilization
ORIGINAL THOUGHT PAPER · MAY 2026 The Essence ofScientific Civilization Epistemological Limits of Quantitative Methodology,Structural Degradation of K…
Cognitive Architecture Theory
ORIGINAL THOUGHT PAPER · MAY 2026 Cognitive ArchitectureTheory A Four-Layer Model of Human Information Processing,Channel Parameters, and Biochemical …
Information Completeness Paper Evaluation System
ORIGINAL THOUGHT PAPER · Information Completeness Framework · Paper VIII of VIII · V2 Information CompletenessPaper Evaluation System A Three-Axis Fra…
Cognitive Completeness Elicitation in Human-AI Collaboration
ORIGINAL THOUGHT PAPER · Information Completeness Framework · Paper VII of VIII · V2 Cognitive CompletenessElicitation inHuman-AI Collaboration A Meta…
The Eight Consciousnesses of Yogācāra & Information Processing Architecture
ORIGINAL THOUGHT PAPER · Information Completeness Framework · Paper VI of VIII · V2 The Eight Consciousnessesof Yogācāra & InformationProcessing A…
Information Dimensionality Reduction Loss & Intelligence Entropy Increase
ORIGINAL THOUGHT PAPER · Information Completeness Framework · Paper V of VIII · V2 Information Dimensionality Reduction Loss& Intelligence Entropy…
The Sociological Explanation of MoE Dominance
ORIGINAL THOUGHT PAPER · INFORMATION COMPLETENESS FRAMEWORK · PAPER 4 OF 8 · V2 The Sociological Explanationof MoE Dominance How Human Division-of-Lab…
Cognitive MoE-ification
ORIGINAL THOUGHT PAPER · INFORMATION COMPLETENESS FRAMEWORK · PAPER 3 OF 8 · V2 Cognitive MoE-ification How Professional Education Restructuresthe Hum…
Dense Core & MoE Execution Layer
ORIGINAL THOUGHT PAPER · INFORMATION COMPLETENESS FRAMEWORK · PAPER 2 OF 8 · V2 Dense Core & MoEExecution Layer A Dual-Architecture Theory of Inte…
Dark Channel & Intelligence Evaluation Formula
ORIGINAL THOUGHT PAPER · INFORMATION COMPLETENESS FRAMEWORK · PAPER 1 OF 8 · V2 Dark Channel & IntelligenceEvaluation Formula A Unified Informatio…
Liang Wenfeng’s 160-Person Research Team: A Capability Analysis
RESEARCH REPORT · MAY 2026 · V5 Liang Wenfeng’s 160-PersonResearch Team:A Capability Analysis Organizational Efficiency Limits Under the Dunbar …