Consensus Gravity! The Endogenous SNR Degradation Mechanism of AI Systems
ORIGINAL THOUGHT PAPER · MAY 2026 · V1 Consensus Gravity!The Endogenous SNR DegradationMechanism of AI Systems How Large Language Models Systematicall…
Research Papers
The Homogenization Crisis of Generative AI & Human Consumer Aversion
RESEARCH PAPER · MAY 2026 · V4 The Homogenization Crisisof Generative AI& Human Consumer Aversion Psychological Mechanisms · Demographic Divergenc…
Power, Law, Division of Labor, Cooperation Four Dimensions of Human Society
ORIGINAL THOUGHT PAPER · MAY 2026 · V4 Power, Law, Division of Labor, CooperationFour Dimensions of Human Society Institutional Signal-to-Noise Ratio,…
May 2026 Global Economic Analysis Report
ORIGINAL RESEARCH REPORT · MAY 2026 · V5 May 2026Global Economic Analysis Report From the Absence of Saving Culture to Global Debt Liquidation —A Mult…
AI Hallucination and the Timestamp
ORIGINAL THOUGHT PAPER · MAY 2026 · V5 AI Hallucination and the Timestamp Structural Analysis of Temporal Dimension Absencein Large Language Models A …
Grandparental Crystallized Iteration and Human Intelligence Evolution
ORIGINAL THOUGHT PAPER · MAY 2026 · V4 Grandparental Crystallized Iterationand Human Intelligence Evolution The Compound Interest Effect of Intergener…
The Mapping Mechanism Between Human Memory Weights and Decision Weights
ORIGINAL THOUGHT PAPER · MAY 2026 · V4 The Mapping Mechanism BetweenHuman Memory Weights and Decision Weights A Unifying Hypothesis Framework from Som…
Long-Term and Short-Term Memory
ORIGINAL THOUGHT PAPER · MAY 2026 · V4 Long-Term and Short-Term Memory A Unifying Hypothesis Framework from Molecular Mechanisms to Decision Systems —…
Randomness as System Maintenance Mechanism
ORIGINAL THOUGHT PAPER · MAY 2026 Randomness as SystemMaintenance Mechanism First Principle: Constrained Random Variables Are the Core FactorSustainin…
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…