# Season 4 Episode 1 | David Aronchick on Data, GPUs & Infrastructure & Unlocking AI’s Future

Page: https://stenobird.com/podcast/humans-in-ai-7060225/season-4-episode-1-david-aronchick-on-data-gpus-infrastructure-unlocking-ai-s-future
Text version: https://stenobird.com/podcast/humans-in-ai-7060225/season-4-episode-1-david-aronchick-on-data-gpus-infrastructure-unlocking-ai-s-future.md
Podcast: [Humans In AI](https://stenobird.com/podcast/humans-in-ai-7060225)
Published: 2025-10-16T11:00:00+00:00
Episode link: https://podcasters.spotify.com/pod/show/humansinai/episodes/Season-4-Episode-1--David-Aronchick-on-Data--GPUs--Infrastructure--Unlocking-AIs-Future-e39k1c3
Audio file: https://anchor.fm/s/f9f7c9a8/podcast/play/109757251/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-9-16%2F5dd17df1-0109-4416-25ef-fde7cc119354.mp3
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JSON: https://stenobird.com/v1/public/podcasts/humans-in-ai-7060225/episodes/season-4-episode-1-david-aronchick-on-data-gpus-infrastructure-unlocking-ai-s-future
Duration seconds: 2786

## Resource

In this episode, David Aronchick, CEO of Expanso, explores the pivotal role of data in AI and machine learning infrastructure. Drawing from his extensive career at tech giants, David discusses the importance of data pipelines, GPUs, and data centres in powering AI. He highlights the intricacies of go-to-market strategies and the indispensable value of customer conversations. Discover how Expanso is revolutionising data management and why structured data is crucial for AI success. Season 4 of Humans in AI is here. This season, we’re switching things up. We’re still speaking with the brilliant founders and leaders driving innovation across AI, HPC, and GPU infrastructure, but this time, the focus is firmly on what’s happening right now. Tune in as we dive into the roles they’re in, the challenges they’re navigating, and the strategies that are actually working (and the ones that aren’t). Raw, relevant, and straight from the people building the AI ecosystem. New episodes of the Humans In AI podcast are released every Thursday, so make sure you tune in!

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## Transcript

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