The Thermodynamic Nature of AI Computing From Maxwell’s Demon to Transformer Sorting
Interdisciplinary Paper The Thermodynamic Nature of AI ComputingFrom Maxwell’s Demon to Transformer Sorting A unified signal-and-noise framework…
Research Papers
AI Companies That Lie The Illusion of Privacy Settings
Critical Analysis · March 2026 AI Companies That LieThe Illusion of Privacy Settings You pressed OFF. Why is it still running? The gap between AI…
Normal Regression: The Abyss of AI Matrix Computation
LEECHO AI RESEARCH PAPER · 2026 Normal Regression:The Abyss of AI Matrix Computation When one-dimensional symbolic computation attempts to overwrite t…
AI Agent Success Probability Spectrum
v3.0 · 29 Scenarios · 16 Industries · 48 References AI Agent Success Probability Spectrum A research-based reference for AI Agent task success rates, …
D-Time 35 Minutes in AI Decision Chains
Interdisciplinary Critical Paper · AI Architecture × Philosophy of Technology · 2026 D-Time 35 Minutesin AI Decision Chains Why Humanity Cannot Hand t…
Token — An Information Processing Paradigm That Flattens All Information Under the Banner of AI, and Can Never Reach the Far Shore of AGI
LEECHO AI Research · Thought Paper Token — An Information Processing Paradigm That Flattens All Information Under the Banner of AI, and Can Never Reac…
Paradoxes of the Internet Era Apply Equally to the AI Age
Research Paper · 2026 Paradoxes of the Internet EraApply Equally to the AI Age From “On the Internet, nobody knows you’re a dog” to …
The Blind Men and the Elephant Surface-Level Research on Human-AI COT Alignment Has Failed to Reach the Essence
LEECHO AI Research · Thought Paper 2026-03 The Blind Men and the ElephantSurface-Level Research on Human-AI COT Alignment Has Failed to Reach the Esse…
2026: The State of AI’s Handicraft Era
Industry Status Analysis · 2026.03 2026:The State of AI’s Handicraft Era Hardware under construction, software in flux, humans still exploring —…
The Dual Cognitive Crisis of the AI Era
LEECHO Global AI Research Lab · Thought Paper The Dual Cognitive Crisisof the AI Era Bandwidth Congestion and Attention Fatigue — An exploratory analy…
Creative Thinking Ability Abductive Logic
LEECHO Global AI Research Lab · Cognitive Science Creative Thinking AbilityAbductive Logic Cross-Dimensional Strong ConnectionsOpening New Cognitive F…
From Generation to Control GUI AI Agent as the First Wave of Industrial AI Deployment
Thought Paper · March 2026 From Generation to ControlGUI AI Agent as the First Wave of Industrial AI Deployment The Structural Limits of Generative AI…