What's AI Podcast by Louis-François Bouchard
From Microsoft GitHub to Google DeepMind - Paige Bailey on AI Research and Products. What's AI Ep. 21
Nov 8, 2023
Paige Bailey, Lead product manager at Google DeepMind and previously working at Microsoft GitHub, talks about the democratization of AI, advancements in AI-assisted coding, and the ethics of innovation. They also discuss the challenges of training large foundational models, the importance of model size for language models, and the potential impact of generative models on the future of work and education.
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Quick takeaways
- Generative AI has democratized luxury experiences previously only available to the ultra-rich by making transformative technologies accessible to everyone.
- The integration of AI features directly within IDEs has inspired further tools and advancements in the ecosystem for code completion systems.
Deep dives
Transformative Technologies for Everyone
Generative AI has allowed transformative technologies that were previously only available to the ultra-rich, such as having a personal chauffeur or personal shopper, to be accessible to everyone. These technologies, like Uber and Instacart, have democratized luxury experiences. The power of generative AI is evident in the immense scale of training massive foundational models, which can take months even for companies like Google or OpenAI. The importance of pre-training and data addition is emphasized, as missing the opportunity for data inclusion can lead to significant delays. The interview features Paige Bailey, the lead product manager at Google DeepMind, who shares insights on generative AI and its use in various products and fields.
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