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…
Research Papers
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 …
Reverse Engineering the Architecture and Mechanisms of Mythos
TECHNICAL ANALYSIS · MAY 2026 · V4 Reverse Engineering the Architectureand Mechanisms of Mythos Multi-Dimensional Technical Predictions with Evidence …
Rigor Problems in AI Experimentation
CRITICAL ANALYSIS · MAY 2026 · V5 Rigor Problems inAI Experimentation A Transmission-Variable Ablation Analysisof LLM Memory Consolidation Research A …
The Game Between AI Ontology and Methodology
ORIGINAL THOUGHT PAPER · MAY 2026 · V5 The Game Between AIOntology and Methodology Why Mathematics-Based AI Cannot Restorethe Ontology of the Physical…
Structural Deceleration of the Closed-Source Generative AI Business Flywheel
CRITICAL ANALYSIS · MAY 2026 Structural Deceleration of theClosed-Source Generative AIBusiness Flywheel A Five-Layer Progressive Analysis Centered on …