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…sor guides; add explanations for special tensors and their importance in deep learning.
…rations, including forward pass, activation functions, learning process, loss functions, and linear transformations. Enhance clarity and depth of content across multiple sections.
…ture, layer creation, backpropagation, and gradient calculations. Include practical examples and code snippets for clarity and improved understanding.
…troduce detailed explanations of attention weights, self-attention, and multi-head attention, including mathematical formulations and practical examples. Improve structure and readability across multiple sections.
…sformer block documentation with detailed explanations of Mixture of Experts (MoE) architecture, router functionality, and expert specialization. Improve clarity and structure across multiple sections.
… the subtitle and changing the gradient colors for the title. Add a new navigation link for "Humans & AI". Update the corresponding content file to reflect the subtitle change.
… text sizes for improved readability. Update subtitle content for clarity and remove unnecessary background elements in the hero section. Simplify footer by commenting out the Chinese translation.
…ynamics, mob mentality, and the fragility of civilization. Add reflections on ethical self-surveillance and its implications for AI. Update "Most Difficult Project in Human History" content with new concepts including Continuous Thought Machine and Energy based transformer.
…he "Research" link for improved user experience. Revise "Lord of the Flies" content by removing outdated sections and focusing on key themes related to leadership, mob mentality, and the implications of AI.
…g a description and research focus on recursive architectures for AI models. Enhance navigation and user engagement with updated styling and layout.
…arch paper and GitHub repository. Revise subtitle for clarity and enhance content with an overview of the TRM architecture, including key components and their functions.
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