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 …
Research Papers
The Human Health Crisis from Uncertainty in the AI Era
THOUGHT PAPER · MAY 2026 The Human Health Crisis from Uncertainty in the AI Era The Dual Crisis of Input Overload and Regulatory Failure:A Systems…
Unified Architecture AI Factory Design Proposal
TECHNICAL DESIGN PROPOSAL · MAY 2026 · V8 Unified Architecture AI FactoryDesign Proposal A Large-Memory Independent Inference Node Architecture for Lo…
RAG and Long-Term Memory for AI
THOUGHT PAPER · MAY 2026 · V4 RAG and Long-Term Memory for AI From External Persistent Knowledge Layers to Memory OS: A Systems Engineering Path…
The Jarvis Demand of Consumer AI Users
ORIGINAL THOUGHT PAPER · MAY 2026 The Jarvis Demand of Consumer AI Users Structural Impossibility of Personal AI Through the Rise and Fall of OpenClaw…
An Abductive Analysis of Berkshire Hathaway’s Investment Strategy
THOUGHT PAPER · MAY 2026 · V4 An Abductive Analysis ofBerkshire Hathaway’s Investment Strategy Deconstructing the Berkshire Capital Allocation S…
The Nested Causal Architecture of Human Physical Reconfiguration
HYPOTHESIS PAPER · MAY 2026 · V4 The Nested Causal Architectureof Human Physical Reconfiguration A Hierarchical Constraint Model of Atmospheric Oxygen…
What Lies Beneath the Cognitive Iceberg
ORIGINAL THOUGHT PAPER · MAY 2026 · V4 What Lies Beneaththe Cognitive Iceberg A Four-Layer Alignment Theory of Human Meta-Cognition Time, Space, Relat…
Cognitive and Behavioral Rigidity in Humans
THOUGHT PAPER · MAY 2026 · V4 Cognitive and BehavioralRigidity in Humans The Neurobehavioral Mechanism of Experiential Lock-in in the AI Era:A Theory …
The Boundaries of Power
ORIGINAL THOUGHT PAPER · MAY 2026 · V4 The Boundaries of Power A Diagnostic Theory of Power StructureThrough Visibility and Opposition An Analytical F…
Cross-Linguistic Top-K Ambiguity and Reasoning Emergence
ORIGINAL THOUGHT PAPER · MAY 2026 · V4 Cross-Linguistic Top-K Ambiguityand Reasoning Emergence Language as Training Pressure: How Linguistic Ambiguity…
Roundtable Dialogue and AI Applications
Original Thought Paper · V3 · Roundtable-Generated Roundtable Dialogueand AI Applications Human–AI Cognitive Roundtables as the Highest-Density Mode o…