Data center economics are coming under increasing scrutiny. Learn why power constraints could signal a major market correction and why the future of artificial intelligence may depend less on software and more on power grids, data centers, semiconductor chips, and the physical infrastructure powering AI.

In this episode, TDK Ventures Investment Director Ankur Saxena joins Geoff Nielson to talk about the economics driving today’s AI race. From Nvidia GPUs and hyperscaler spending to semiconductor shortages, AI infrastructure, robotics, edge AI, and quantum computing, Ankur explains why the biggest challenges facing AI aren’t just technical, they’re economic, physical, and increasingly difficult to ignore. This conversation examines whether today’s AI investment boom is sustainable, what could trigger the next wave of market corrections, and where the greatest opportunities lie for investors, startups, and technology leaders.

If you’re wondering where AI is really headed and what it means for business leaders, investors, CIOs, and the future of technology, this episode is for you.

In this episode:

00:00 Intro

00:20 AI’s biggest problem isn’t software, it’s infrastructure

01:37 Ankur Saxena on the future of AI & why he’s optimistic

03:20 Is the AI investment boom becoming a bubble?

07:40 AI prototyping for enterprise leaders

08:50 The AI Gold Rush: Are investors chasing hype?

10:17 Why AI infrastructure economics matter more than ever

12:09 The hidden bottleneck: Power, data centers & AI growth

15:45 AI data centers explained

19:53 Supply, demand & what happens when AI gets expensive

21:03 Why AI demand isn’t slowing down anytime soon

26:33 Should every enterprise care about AI infrastructure?

27:15 Why most companies aren’t ready for AI compute

32:08 The next billion-dollar opportunity: AI infrastructure orchestration

34:22 Where smart investors are looking beyond AI applications

37:35 Edge AI explained: Why AI is moving onto devices

40:43 Why AI chips need hardware & software co-design

44:18 The race to build the operating system for Edge AI

48:33 Self-driving cars, robots & the future of physical AI

52:08 Quantum computing: Beyond the hype

55:25 Quantum computing investment opportunities & “picks and shovels”

58:44 Practical AI advice for CIOs, business leaders & enterprises

1:02:02 Will AI replace humans? The future of human-AI collaboration

1:04:42 Final thoughts

Connect with Ankur:

LinkedIn: https://www.linkedin.com/in/saxenaankur/

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