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Large Language Models · research archive

Large Language Models research

3 posts tagged Large Language Models — essays and experiments on large language models, drawn from the working notes behind computational sovereignty.

3 posts tagged Large Language Models clear

Nov 5, 2025The Ghost in the Machine is Finally Allowed to See: A Beginner's Guide to MCPDiscover the Model Context Protocol (MCP) that transforms AI coding assistance by providing true context, eliminating guesswork and restoring collaboration between developers and language models.MCPModel Context ProtocolAI developmentvibe codingLarge Language ModelsLLM workflow
Jul 6, 2025Demystifying Large Language Models: A Data Pipeline Insider's Perspective on LLM Architecture and LimitationsAn in-depth exploration of large language models from the perspective of a decade-long career in AI data pipelines, separating hype from technical reality.Large Language ModelsLLM ArchitectureData PipelineAI Data AnnotationMachine LearningNeural Networks
Dec 10, 2024Complete Guide to Reinforcement Learning: From MDPs to AGI - Theory, Algorithms & Advanced ApplicationsComprehensive exploration of reinforcement learning from fundamental Markov Decision Processes and value functions to advanced techniques like offline RL, hierarchical methods, and their role in approaching artificial general intelligence.Reinforcement LearningMDPsValue FunctionsQ-LearningPolicy GradientsModel-Based RL

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