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智能的实质是信息:一个新科学体系的宣言

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TL;DR - This essay presents Li Angsheng’s proposed information-science framework, arguing that intelligence is fundamentally information and should be studied separately from physical properties. It is a conceptual manifesto rather than an empirical result.

  • It decomposes “intelligence” into learning, self-awareness, strategizing, decision-making, action, and validation.
  • It defines information as eliminated uncertainty and strategy as a method for reducing uncertainty.
  • It proposes “information calculus,” encoding trees, and structural entropy as foundations for a science parallel to physics.
  • The framework is presented as extensible to computing, biology, and social science, but those applications remain prospective.

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智能的实质是信息:一个新科学体系的宣言

WeChat: 图灵人工智能 2026-07-26
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Providers: Hugging Face · N/A OpenAlex · N/A Publisher · N/A Semantic Scholar · N/A X · N/A Fetched 2026-08-26 14:44:52.764011 UTC

TL;DR - This essay presents Li Angsheng’s proposed information-science framework, arguing that intelligence is fundamentally information and should be studied separately from physical properties. It is a conceptual manifesto rather than an empirical result.

  • It decomposes “intelligence” into learning, self-awareness, strategizing, decision-making, action, and validation.
  • It defines information as eliminated uncertainty and strategy as a method for reducing uncertainty.
  • It proposes “information calculus,” encoding trees, and structural entropy as foundations for a science parallel to physics.
  • The framework is presented as extensible to computing, biology, and social science, but those applications remain prospective.
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