How GenAI Is Made

Engineering notes

Engineering notes will be added by the aipentium editorial team.

Chinese explanation / 中文解读

中文解读待补充：本站会优先为大语言模型、生成式AI、ChatGPT相关技术、计算机视觉、深度学习等高价值论文补充中文说明。

Original abstract

This chapter provides a high-level overview of the complete development and deployment process for generative AI (GenAI) language models, such as those that power systems like ChatGPT and Gemini. It begins by clarifying the distinction between a GenAI model (the core algorithm and code) and a GenAI system (the model plus all necessary infrastructure, user interface, and data management). The discussion then demystifies the technology. Large language models (LLMs) operate by calculating the statistical probability of the next word in a sequence – making them sophisticated, yet fundamentally logic-based, “next-token predictor machines” that lack true comprehension or inherent powers of judgment.

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