Saturday, June 22, 2024

If everyone is building AI, why aren’t more projects in production?

Programming LanguageIf everyone is building AI, why aren't more projects in production?


Ben talks with Shane McAllister, lead developer advocate at MongoDB, Stanimira Vlaeva, senior developer advocate at MongoDB, and Miku Jha, director, AI/ML and generative AI at Google Cloud, about the challenges and opportunities of operationalizing and scaling generative AI models in enterprise organizations.

Ben talks with Shane McAllister, lead developer advocate at MongoDB, Stanimira Vlaeva, senior developer advocate at MongoDB, and Miku Jha, director, AI/ML and generative AI at Google Cloud, about the challenges and opportunities of operationalizing and scaling generative AI models in enterprise organizations. They discuss the importance of data quality, the role of cloud providers in simplifying the deployment and management of AI models, and the challenges of transitioning from experimentation to production.

Episode notes

Get started with MongoDB Atlas on Google Cloud today.

Read more from the MongoDB DevRel team at the MongoDB Developer Center.

Learn more about Google’s Gemini models.

Shout out to thitemple for their Lifeboat-worthy answer to In TypeScript, how do I declare a function that returns a string type array?.

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