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Industrial AI Podcast
AWS: Combine traditional ML use cases and GenAI
May 29, 2024
Guest Danny Smith, a Principal Strategist at AWS, discusses the significance of data and domain expertise over AI models for startups in Europe. They explore trends in Generative AI Models focusing on edge models and domain-specific small language models. The discussion also includes the integration of traditional ML with Generative AI in industries like autonomous mobility and equipment maintenance.
20:55
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Quick takeaways
- Specializing in domain expertise can differentiate startups in AI market.
- Integration of traditional ML and generative AI enhances anomaly detection in industries.
Deep dives
Focusing on Domain Expertise for Startups
Startups in Europe and Germany may face challenges if they solely rely on AI models as their asset. Amazon Web Services emphasizes the importance of domain expertise as a valuable moat for startups. By specializing in areas like maintenance or quality, startups can differentiate themselves amidst numerous models in the market. The future success of startups may hinge on their ability to provide unique domain-specific solutions.
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Discover
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Listen to the best highlights from the podcasts you love and dive into the full episode