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devtools.fm: Developer Tools, Open Source, Software Development
Jason Liu - Instructor, Shipping LLMs to Production
Jun 10, 2024
Machine learning expert Jason Liu discusses working with LLMs, shipping them to production, making them accessible. Talks about future of prompt engineering, building better prompts, AI industry evolution, prompt engineering nuances, on-device models, model training advancements, maximizing value with AI products, V0 .dev tool tip, voice coding tools, text effects CLI library, Chidori framework, Dagger integration, One Sec app for productivity
01:04:05
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Quick takeaways
- Shipping LLMs to production requires making them accessible to all users for successful AI product deployment.
- The evolution of AI emphasizes the shift to text modalities, blending traditional approaches with emerging paradigms.
Deep dives
The Importance of AI Products in Usability and Dependency
Creating a successful AI product hinges on its usability and dependency for users. A great AI product makes users anxious when it's not available, focusing on enhancing user experiences rather than replacing human tasks. Users prefer products that minimize errors, indicating a blunder minimization approach. Ensuring that AI tools augment decision-making processes and improve efficiencies is crucial in product development.
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