The Joe Reis Show Chip Huyen - AI Engineering, Agents, and More
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Jan 23, 2025 Chip Huyen, an AI engineering expert and author of 'AI Engineering,' discusses the future of AI application development. He shares insights on using advanced AI models like ChatGPT in innovative ways. Huyen emphasizes the importance of understanding foundational concepts to avoid common pitfalls in AI projects. The conversation dives into the phenomenon of AI hallucinations and the evolving roles of engineers in this space. Finally, he predicts a transformative rise of AI agents by 2025, highlighting their potential to revolutionize workplace efficiency.
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Frameworks Too Soon
- Avoid using frameworks too early when building AI applications.
- Start with foundational tools to understand underlying mechanics before abstracting complexity away.
Understanding AI Fundamentals
- Many current issues in AI application development stem from a lack of understanding of how AI models work.
- Understanding how models generate responses can mitigate issues like perceived hallucinations.
Evaluation Guidelines
- Insufficient time spent on evaluation guidelines is a major issue in AI application development.
- Define clear instructions and expected outputs for better model performance.
