Script Kiddies Running Naked Without Architecture
Critical Industry Analysis Script Kiddies Running NakedWithout Architecture! An Examination of Security Architecture at AI Technology Companies — No D…
Research Papers
2026: Reflections on Human Civilization and technology
Predictive Research Report · V5 · March 2026 2026:Reflections on HumanCivilization and technology From the Invention of Fire to Microsecond Quantitati…
The Information Structure That Penetrates a Hundred Layers
Original Thought Paper · Signal Topology · V3 The Information Structure That Penetrates a Hundred Layers Survival mechanisms of nested signal topology…
The Correct Path and the Incorrect Path The Dimensionality Deficit in LLM Training Data
Original Thought Paper · V2 · 2026 The Correct Path and the Incorrect Path The Dimensionality Deficit in LLM Training Data Shannon’s unfinished …
Financial Serfdom: The Truth Behind the Pseudo-Middle Class
Original Thought Paper · March 2026 Financial Serfdom: The Truth Behind the Pseudo-Middle Class The Middle Class and Democracy Become Relics of the Pa…
Biological Inner Drive and AI Structural Deficit
Original Thought Paper · March 29, 2026 Biological Inner Drive andAI Structural Deficit An Ontological Analysis from ARC-AGI-3 to the Human–Machine Co…
Open Source in the AI Era Publishing Design Blueprints & SOP Flowcharts
Original Thought Paper · March 2026 Open Source in the AI EraPublishing Design Blueprints & SOP Flowcharts From Open Source to Open Architecture —…
Perception and Cognition
ORIGINAL THOUGHT PAPER · MARCH 2026 · FINAL Perception and Cognition Structural Asymmetry Analysis of Humanity’s Dual System and AI’s Sing…
Population & Energy
Theoretical Framework · V4 Population & Energy The First Principles of Economy — Abandon the Monetary Anchor, Align Directly with Physical Energy …
Signal and Noise An Ontology of LLMs
Thought Paper · LLM Ontology V4 · DEFINITIVE EDITION · 2026.03.26 Signal and NoiseAn Ontology of LLMs Starting from the physical duality of signal and…
The Bidirectional Black Box in AI Systems Demands an Evaluation Framework — Now
Original Thought Paper · V4 · March 2026 The Bidirectional Black Boxin AI Systems Demandsan Evaluation Framework — Now Why the AI Productivity Paradox…
An AI Industry Without Humanism Will Never Command Premium Pricing or Sustained Payment
Industry Critique · Humanist Manifesto An AI Industry Without HumanismWill Never Command Premium Pricing or Sustained Payment AI products are inherent…