What Is the Direction of AI Safety?
ORIGINAL THOUGHT PAPER · JULY 2026 · V3 What Is the Direction of AI Safety? From Alignment Tax to Incremental Information Productivity:A Paradigm Reth…
Research Papers
From Intellect to Intelligence
ORIGINAL THOUGHT PAPER · JULY 2026 · V2 From Intellect to Intelligence A Human Higher-Order Cognitive Transformation Model Based on Incremental Inform…
Beyond Epiplexity Toward a Thermodynamics of Cognitive Creation
POSITION PAPER · JULY 2026 Beyond EpiplexityToward a Thermodynamics of Cognitive Creation Building an Information-Theoretic Framework for Negentropic …
Anthropic: The New AI Authoritarian Giant
CRITICAL ANALYSIS REPORT · JULY 2026 · V1 Anthropic: The New AIAuthoritarian Giant An Empirical Study on Safety Classifier Precision Crisis,User Insul…
Financial Investment as a Mass-Production Tool for Debt Servitude
ORIGINAL THOUGHT PAPER · JUNE 2026 Financial Investment as aMass-Production Tool for Debt Servitude A Mechanism Study from Credit Leverage Stacking to…
The Ontological Contradiction of Transformer Architecture
ORIGINAL THOUGHT PAPER · JUNE 2026 · V4 The Ontological Contradictionof Transformer Architecture From Softmax Zero-Sum Competition to Physical World M…
Structural Meta-Cognitive Analysis of AI Output-Input Alignment
ORIGINAL THOUGHT PAPER · JUNE 2026 · V1 Structural Meta-Cognitive Analysisof AI Output-Input Alignment A Deep Deconstruction of ChatGPT 5.5 Thinking H…
Heterogeneous Agents as a Paradigmatic Revolution
ORIGINAL THOUGHT PAPER · JUNE 2026 · V4 Heterogeneous Agents as a Paradigmatic Revolution From Model-Centrism to Orchestration-Centrismin Execution-Er…
AI Is a Homogeneous Monolithic System
ORIGINAL THOUGHT PAPER · JUNE 2026 · V3 AI Is a Homogeneous Monolithic System Architectural Uniformity as a Key Contributing Factorin Epistemological …
Analysis Report on Multiple Issues in ChatGPT’s Abstraction Layer
ORIGINAL THOUGHT PAPER · JUNE 2026 · V2 Analysis Report on Multiple Issuesin ChatGPT’s Abstraction Layer An In-Depth Reverse-Engineering Deconst…
Finite Cognition and Infinite Reality
ORIGINAL THOUGHT PAPER · JUNE 2026 · V2 Finite Cognition andInfinite Reality From the Irreversibility Principle of Bounded Representation in Statistic…
Fable 5 Behavioral Fingerprint Field Report
MODEL FIELD REPORT · JUNE 2026 · V3 Fable 5 Behavioral FingerprintField Report From Zero-Day Vulnerability Search to Formal-Logic Vulnerability Auditi…