The Jim Rutt Show 09月25日
AI软件发展现状与产业应用
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本文与微软与Anaconda背景的Daniel Rodriguez探讨AI软件发展现状,包括transformer技术、软件工程、AI采纳的社交方面、技术债务、LLMs的哲学视角、未来预测等。

Jim talks with Daniel Rodriguez about the state of AI software development and its implementation in industry. They discuss Daniel's background at Microsoft & Anaconda, transformer-based technologies, software engineering as hard vs soft science, vibe coding, barriers to entry in software engineering, cognitive styles needed for programming, Daniel's history with LLMs, unit testing & test-driven development with AI, social aspects of AI adoption, quality concerns & technical debt, style consistency & aesthetics, approaches to steering LLMs through roles & personas, philosophical perspectives on LLM consciousness & intelligence, personification & interaction styles, memory & conversation history in models, agent-based systems & their historical origins, the future of agent frameworks, customer/user interaction within agent ecosystems, distributed systems, future predictions about inference costs & protocols, IDEs & linting tools, and much more.

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AI软件 产业发展 技术债务 LLMs 未来预测
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