LF Yadda

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  • chatting with openai GPTo1 on a winter Sunday morning

    I want to know if there are any mathematical patterns in the epigenetic markers in gene expression. ChatGPT Thought about epigenetic patterns in gene expression for 9 seconds Short AnswerWhile no single, universally accepted “mathematical law” governs epigenetic regulation, there are certainly patterns and regularities in epigenetic marks (like DNA methylation, histone modifications, and chromatin…

  • Backpropagation in the Age of Deep Learning: Present Realities, Future Prospects, and Emerging Paradigms

    With openai GPTo1. Abstract Backpropagation—or “backprop”—has served as the backbone of neural network training for several decades, culminating in the deep learning revolution of the early 21st century. This algorithm, which automates the computation of gradients for networks of immense complexity, has propelled advances in computer vision, natural language processing, robotics, and a myriad of…

  • llm tree

    https://arxiv.org/pdf/2412.15797 summarize this paper in 3000 words https://arxiv.org/pdf/2412.15797 ChatGPT Thought about paper summary request for 31 seconds Below is a detailed summary of the paper, aiming for approximately 3,000 words. The structure of this summary follows the logical flow of the paper: introduction and motivation, theoretical framing, experimental setup, findings and analyses, limitations, and concluding…

  • Large Language model and their attention MECHANISMS process the declaration of independence

    With openai GPTo1. Table of Contents 1. Introduction Parallel to the enduring legacy of the Declaration stands the modern phenomenon of large language models (LLMs). Over the last decade, rapid advances in computational power, data availability, and neural network architectures have led to impressive breakthroughs in natural language processing (NLP). At the core of these…

  • Doo Wop

    Table of Contents 1. Introduction Doo-wop is a vocal-based rhythm and blues style that gained immense popularity in the United States during the late 1940s and flourished throughout the 1950s. Known for its smooth harmonies, catchy melodies, and onomatopoeic backing vocals (“doo-wop” syllables), this genre became the soundtrack of teenage America in the years following…

  • Toward a Prescriptive, Immediate, and Personalized (PIP) Paradigm in AI-Based Just-in-Time Learning (JITL):A Comprehensive Survey of Enabling Technologies and Future Directions

    With openai GPTo1. Table of Contents 1. Abstract Just-in-time learning (JITL) is an educational strategy that delivers the right knowledge and skills precisely when learners need them. The core appeal of JITL lies in its promise to reduce wasted time and cognitive overload, enabling individuals and organizations to rapidly adapt in dynamic environments. Recent technological…