AI Agent Discrimination: Hidden Ethical Bottom Lines in the Algorithmic World
Who is Intercepted Outside the Intent Chain? Under the AaaS (Agent-as-a-Service) model, AIOS is not just a scheduler but …
Research
Academic & Frontiers
Our exploration and practice in the fields of multimodal large language models and industrial vision.
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Apr 2026
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Apr 2026
Birth of a Planetary Operating System: An AIOS Kernel Beyond Borders
A Unified Digital Base As AI Agents begin to take over global supply chains, traffic scheduling, and energy …
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Apr 2026
Collapse of Consensus in the Post-Truth Era: When All Information is 'Generated for You'
The Disappearance of Objective Truth In the era of traditional media, although bias existed, humans shared a "base …
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Apr 2026
Computing Power is Currency: The Settlement Logic of Hard Currency in the AIOS Era
The Weights and Measures of Intellectual Labor In the industrial age, energy (oil/electricity) was the underlying …
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Apr 2026
Digital Totalitarianism and Code as Law: The Boundaries of Algorithmic Mandates
Compulsory “Soft Constraints” In the physical world, the execution of laws allows for middle grounds and …
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Apr 2026
Energy-Based Global Governance: Computing Output as the New National Credit
From Gold Standard to Compute Standard In the 20th century, gold and the USD were the credit foundations of global …
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Apr 2026
Fusion of Biological and Silicon Intelligence: The Ultimate Form of AIOS
The Handshake of Carbon and Silicon Over the past decade, we have always treated AI as an external tool. But in the …
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Apr 2026
Intellectual Equality: When Professional Knowledge is No Longer a Class Moat
The Regression of Knowledge Premiums For thousands of years in human civilization, the differentiation of classes …
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Apr 2026
Intellectual Property in the AI Era: Who Owns 'Synthetic Intelligence'?
The Vacuum Zone of Law The current legal system is built on the foundation of "humans as the sole creator." …
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Apr 2026
Pay-per-Outcome: Actuarial Challenges in the AIOS Era
Inversion of Business Paradigms: From "Duration" to "Outcome" In the era of traditional software, we …