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Hanselminutes with Scott Hanselman
Putting AI into Production with Fireworks AI's Lin Qiao
Nov 7, 2024
Lin Qiao, CEO and co-founder of Fireworks AI and former head of PyTorch at Meta, discusses the exciting journey of putting AI into production. She highlights the challenges of transforming AI research into real-world applications and emphasizes the importance of cost-efficient, rapid deployment. The conversation dives into the role of Neural Processing Units for energy efficiency, the benefits of asymmetrical AI model design, and why smaller, collaborative models could be the future of computing. Tune in for insights on ethical AI and innovative solutions!
34:21
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Quick takeaways
- Lin Qiao highlights the challenge of bridging the gap between the rapid adoption of AI technologies and the lack of resources needed for effective implementation.
- Fireworks AI focuses on developing an inference engine that enhances efficiency and cost-effectiveness for app developers, addressing scalability issues in AI applications.
Deep dives
The Shift from Big Tech to Startups in AI
Leaving established companies like Meta and IBM is a bold move for many AI professionals. One such professional is Dr. Lin Chow, CEO of Fireworks AI, who made the leap to pursue his vision of revolutionizing AI applications at a startup level. He identified an imbalance in the industry where large enterprises quickly adopt AI technologies but lack the software, hardware, and knowledgeable teams to effectively leverage it. This disconnect between the demand for AI-driven innovation and the inadequate supply of resources motivated him and his team to create Fireworks AI, focusing on driving impactful change in the broader landscape.
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Discover
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