If left unmanaged, failures and infrastructure inefficiencies can account for as much as 45% of your compute resources and precious engineering time (according to a Stanford University study). In this session, we discuss how to measure and maximize machine learning (ML) productivity for large-scale training jobs, spanning tens of thousands of accelerators. We’ll demonstrate a canonical view of large-scale training infrastructure and patterns our customers are applying that are available to you today.

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Ori Goshen, Co-Founder and Co-CEO of AI21 Labs, is a seasoned entrepreneur who previously co-founded Crowdx and developed the first-ever Voice over Internet Protocol and messaging app for iPhone and Android.

Get his unique perspective on the emergence of small, specialized models in the generative AI space and how building a strong partnership with Google Cloud was integral to their trajectory. AI21 Labs continues to innovate by building reliable, practical, and scalable AI systems for enterprises to accelerate the use of AI in production.

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Join Dylan Fox (Founder and CEO of AssemblyAI), Pankaj Dugar (Senior Vice President and General Manager of NA of AI21 Labs) and David Ferrucci (Founder and CEO of Elemental Cognition), as they discuss their approach using cloud technology as they build and scale their startups.

They’ll give their perspective on critical cloud decisions that can impact growth, including a single cloud vs multicloud approach, specialty cloud services like AI, data and tensor processing units, and migration.

Click the blue “Learn more” button above to tap into special offers designed to help you implement what you are learning at Google Cloud Next 25.

Hear from industry titans who are leveraging AI to drive unprecedented growth.