The AI Energy Stack: The Actual Industry Winners
Limitless: An AI Podcast
Jul 01
The AI Energy Stack: The Actual Industry Winners
The AI Energy Stack: The Actual Industry Winners

Limitless: An AI Podcast
Jul 01
Shownote
Shownote
This is the long-awaited Energy Stack episode. The AI trade is shifting from
GPUs to the power, wiring, and data center infrastructure needed to support
them.
Today, we cover Bloom Energy, optical networking companies like Lumentum and
Corning, Marvell’s role in AI hardware, and neocloud providers such as Nebius,
CoreWeave, and IREN.
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TIMESTAMPS
0:00 GPU Bottleneck Shifts
0:37 Power Becomes the Constraint
3:15 Five-Year Grid Delays
5:47 Bloom’s Fast Energy Fix
9:54 Data Transfer Hits Limits
11:51 Light Replaces Copper
17:25 Power Delivery Gets Harder
18:22 Marvell Wins Power Design
20:35 Renting Compute at Scale
21:08 Nebius and NeoClouds
25:17 Compute Becomes an Asset
29:47 The Substrate Layer Ahead
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RESOURCES
Josh: https://x.com/JoshKale
Ejaaz: https://x.com/cryptopunk7213
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Not financial or tax advice. See our investment disclosures here:
https://www.bankless.com/disclosures
Josh works with Anthropic as a contractor. All views expressed are his own and
do not represent Anthropic, its leadership, or its affiliates. Nothing in this
episode is investment advice.
Highlights
Highlights
The podcast explores a major shift in the AI investment landscape, moving beyond the initial GPU buying frenzy to focus on the critical energy and infrastructure bottlenecks that now constrain growth. The discussion centers on how data centers are struggling to power and connect their chips, creating new opportunities in power generation, optical networking, and compute rental markets.
Chapters
Chapters
GPU Bottleneck Shifts
00:00Power Becomes the Constraint
00:37Five-Year Grid Delays
03:15Bloom’s Fast Energy Fix
05:47Data Transfer Hits Limits
09:54Light Replaces Copper
11:51Power Delivery Gets Harder
17:25Marvell Wins Power Design
18:22Renting Compute at Scale
20:35Nebius and NeoClouds
21:08Compute Becomes an Asset
25:17The Substrate Layer Ahead
29:47Transcript
Transcript
Ejaaz: For three years, the AI trade has been one simple idea. Buy the chips. NVIDIA became the most valuable company on Earth by making these chips, and they've made countless investors rich because of this. But this investment thesis now has become overc...
