Welcome to another episode of Data Driven, where we dive deep into how data and AI are shaping—sometimes shaking—the modern world. In this episode, hosts Frank La Vigne, Andy Leonard, and Carmen Li sit down with Carmen Lee, the trailblazing CEO of Silicon Data and a former Bloomberg data aficionado.

Carmen’s on a mission to bring clarity to the wild west of GPU compute markets, and she shares with us how she’s turning raw compute into a true tradable commodity—think futures markets for GPUs, the “Bloomberg terminal” for AI infrastructure, and perhaps even a Carfax for your next used GPU cluster.

Together, they explore everything from why AI startups struggle with fluctuating margins, to the crucial role TSMC plays in the world economy, all the way to the data transparency that might be the missing piece in AI’s explosive growth. Whether you’re curious about benchmarking GPUs, tokenomics, managing infrastructure costs, or just want a glimpse into the future of data markets, this one’s for you.

Stay tuned for a fascinating conversation on normalizing chaos, hedging tech costs, geeking out over hardware, and even a few laughs about used GPU “car lots” in Virginia. Let’s get data driven!

Links

• Silicon Data -https://www.silicondata.com/
• Dancing with Qubits -https://amzn.to/4mIOG8U
• The Nvidia Way -https://amzn.to/3VH9aUv

Time Stamps

00:00 "AI Commodities and GPU Markets"

06:56 Ecosystem Transparency Benefits All

10:55 AI SaaS Cost Optimization Challenges

13:41 Token Economics in Cloud AI

15:27 Optimizing GPU and Token Commitment

18:41 Token-Based Product Innovation

25:00 "Verifying UIDs and Connectivity"

28:43 Measuring GPU Performance

30:41 Supply Chain Impact on GPU Industry

35:43 "TNC's Unchallenged Leadership in Supply Chain"

36:31 Silicon Ecosystem Collaboration

39:38 Nvidia's Strategic TSMC Capacity Purchase

42:51 Bloomberg's Media and Finance Expansion

46:53 "Quantum Reading Challenges"

50:13 "Data Driven Podcast Wrap-Up"