Core Viewpoint - The article presents the "Generalized Agent Theory," proposing that the universe is a dynamic evolving agent, and agents are the fundamental units of the universe. This theory provides a new paradigm for understanding the universe's cognitive level and its profound impact on various fields such as physics, technology philosophy, and intelligent science [2][4][5]. Summary by Sections 1. Introduction to Generalized Agent Theory - Generalized Agent Theory, established in 2014, has undergone ten years of research and iteration, resulting in nearly ten published papers. By 2025, it has developed a framework consisting of four core modules: standard agent model, agent classification system, extreme point intelligent field model, and multi-agent relationship system [6][8]. 2. Structure of the Standard Agent Model - The standard agent model serves as the foundation of the theory, positing that any agent is fundamentally an information processing system composed of five essential functional modules: information input, information output, dynamic storage, information creation, and a control module coordinating the first four [8][10]. 3. Classification of Agents - Agents are classified into three types based on their functional capabilities: 1. Absolute zero agent (Alpha agent) with all functions at zero 2. Omniscient agent (Omega agent) with all functions at infinity 3. Finite agent with functions neither at zero nor infinity [10][11]. 4. Theoretical Implications - The first key implication is that the universe itself is a dynamic evolving agent, with the Omega agent representing a state of omniscience. If any part of the universe degrades from this state, it becomes a composite system of finite and absolute zero agents [11][12]. - The second implication is that the evolution of agents is driven by two fundamental forces: Alpha gravity, which drives agents towards the Alpha state, and Omega gravity, which drives them towards the Omega state. These forces create a field effect throughout the universe [12][13]. 5. Unique Value of Different Agent Levels - The framework allows for the exploration of three distinct models of the universe: 1. Absolute zero intelligence universe, serving as a logical starting point for analysis 2. Infinite intelligence universe, providing a perspective for conceptual integration and theoretical unification 3. Finite intelligence universe, aligning closely with the reality observed by humans [15][17]. 6. Understanding Uncertainty and Time-Space - The theory posits that the essence of entropy is closely related to the observer's intelligence level, suggesting that entropy arises from the limitations of finite observers in tracking all microstates. This leads to an increase in information loss, which is perceived as entropy [19][20]. 7. Unifying Physical Theories - The differences among the three major physical theories (classical mechanics, relativity, and quantum mechanics) stem from the intelligence levels of their observers. The theory proposes a spectrum of intelligence levels that can explain the variations in physical phenomena observed under different conditions [21][25]. 8. Conclusion - The article emphasizes the need for further exploration of foundational scientific concepts and their intrinsic relationships with the intelligence levels of the universe and observers, indicating that many important theoretical issues await in-depth research [26][28].