Why Bubble Talk is Totally Wrong with Ankur Crawford

The Compound and Friends1h 31mApril 17, 2026

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AI-Generated Summary

In this episode of The Compound and Friends, host Josh Brown welcomes Ankur Crawford, Executive Vice President and Portfolio Manager at Alger, to discuss her contrarian views on the current AI and semiconductor boom. Crawford argues that the widespread 'bubble talk' surrounding AI and compute is fundamentally misguided, emphasizing that the current demand for compute is driven by exponential growth in AI capabilities—especially with the rise of agentic AI—rather than speculative frenzy. She highlights the real-world, growing demand for compute, citing examples like Uber blowing its 2026 budget on AI and hyperscalers reinvesting all their cash flow into data centers. Crawford explains that unlike past bubbles such as the dot-com era, today’s investments are in a functioning technological ecosystem with real, immediate use cases and strong fundamentals. She also shares her investment philosophy, which centers on identifying companies undergoing 'lifecycle change'—those reinventing themselves after growth saturation—and her active role in private market investing, including stakes in companies like Anthropic and Palantir. The conversation dives into specific holdings like Nebius, QXO, and AppLovin, underscoring her focus on management quality and long-term structural change. Crawford remains bullish on AI’s transformative potential, even as she acknowledges the volatility and risks, and cautions against linear thinking in an exponential world.

Key Takeaways
1

The AI compute shortage is real and driven by exponential demand, not speculation—this is not a bubble.

2

Companies like NVIDIA, Micron, and Western Digital are experiencing fundamental growth, not just speculative hype.

3

Investors should focus on 'lifecycle change' companies (e.g., Apple, Microsoft) that are reinventing themselves, not just high-growth startups.

4

Access to management teams is critical—Crawford values direct engagement with founders and CEOs.

5

AI agents are already transforming workflows (e.g., college applications), and this is just the beginning.

…and 3 more takeaways available in PodZeus

Chapters
0:00
10 min

Introduction and Background

Josh Brown introduces Ankur Crawford, a seasoned portfolio manager at Alger, highlighting her PhD from Stanford, her career in semiconductor analysis, and her role in managing multiple growth funds. The conversation begins with a light-hearted exchange about her first podcast appearance and her background in material science.

10:00
10 min

The Growth Philosophy: Change and Lifecycle Shifts

This isn't value. This is unrecognized growth.

Highlight
20:00
10 min

AI and the Exponential Reality

I had taken my sons on the ski team and like I had to wake up and I get him ready. And like I stayed up the entire night.

Highlight
30:00
10 min

Private Market Investing and the 'Bubble' Debate

The market is not in a bubble. It’s in a structural shift.

Highlight
40:00
10 min

The Compute Shortage: Bottlenecks and Tokens

There's only one corner store. And if you open five corner stores on the same street, all next door to each other, each one of them would have a thousand people waiting online.

Highlight
High-Impact Quotes
I had taken my sons on the ski team and like I had to wake up and I get him ready. And like I stayed up the entire night.
Ankur Crawford15:25
Viral: 90.0
There's only one corner store. And if you open five corner stores on the same street, all next door to each other, each one of them would have a thousand people waiting online.
Ankur Crawford33:48
Viral: 88.0
This isn't value. This is unrecognized growth.
Ankur Crawford12:26
Viral: 85.0
Speakers

Hosts

Josh BrownMichael Batnick

Guest

Ankur Crawford
Topics Discussed
AI and Exponential Growth95%Semiconductor Industry and Compute Shortage90%Growth Investing and Lifecycle Change88%Private Market Investing85%Hyperscalers and CapEx82%SaaS and the Future of Software78%Management Quality and Access75%AI Agents and Real-World Applications70%
People & Brands

Alger

organization

15xPositive

Ankur Crawford

person

12xPositive

NVIDIA

organization

12xPositive

Amazon

organization

12xPositive

Josh Brown

person

10xPositive

Anthropic

organization

10xPositive

Apple

organization

10xPositive

Western Digital

organization

8xPositive

Micron

organization

8xPositive

Michael Batnick

person

8xPositive

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