Power ranges: AI faces supply crunch

The Intelligence from The Economist22mApril 29, 2026

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AI-Generated Summary

This episode of The Intelligence from The Economist explores two major themes: a looming supply crunch in the AI industry and the alarming evolution of sophisticated cybercrime. The first half examines how explosive demand for AI tools is outpacing the physical infrastructure needed to support them, from GPU shortages to delays in data center construction and bottlenecks in semiconductor manufacturing—particularly due to reliance on NVIDIA and TSMC. Despite massive investments, including billions from cloud giants and ambitious but unrealistic plans like Elon Musk’s proposed TerraFab, the hardware lag behind software innovation, raising concerns about rising costs and slowed AI adoption. The second half shifts to the dark side of technological advancement, spotlighting how criminals are now using AI-powered malware, spyware-as-a-service, and deepfakes to launch rapid, devastating attacks—such as the case of an Indonesian NGO worker whose bank accounts were drained in minutes. These cybercriminal networks, fueled by billions in illicit revenue and operating transnationally, are increasingly leveraging AI to evade detection and scale operations. Finally, the episode closes with the dramatic pivot of Allbirds from a beloved footwear brand to Newbird AI, a compute infrastructure company, symbolizing the broader struggles of millennial-era direct-to-consumer brands facing rising costs, saturated markets, and the end of easy venture capital. The episode paints a picture of innovation’s double-edged sword: progress is accelerating, but so are the systemic risks and failures that come with it.

Key Takeaways
1

AI demand is growing exponentially, but hardware supply—especially GPUs and semiconductor fabrication—is struggling to keep up, creating a critical bottleneck.

2

The AI industry faces a fundamental mismatch between rapid software innovation and slow hardware development, with lead times for key components stretching up to five years.

3

Cybercriminals are now using AI-powered malware and spyware-as-a-service to launch near-instantaneous, highly personalized attacks that can drain bank accounts in minutes.

4

The global cybercrime industry may be worth up to $500 billion annually, rivaling the illicit drug trade, and is increasingly powered by AI and transnational criminal networks.

5

Allbirds’ pivot from footwear to AI compute infrastructure reflects a broader trend: many millennial-era DTC brands are failing due to rising ad costs, higher interest rates, and loss of venture capital support.

…and 2 more takeaways available in PodZeus

Chapters
0:00
2 min

Sponsor: Wise – Smart Money Transfers

Sponsored segment promoting Wise as a cost-effective solution for international money transfers, emphasizing mid-market exchange rates and fast processing times.

1:30
4 min

The AI Supply Crunch: From Token Maxing to Hardware Limits

The tech world is running out of processing power to be able to enable the kind of demand that we are seeing.

Highlight
5:00
5 min

Hardware Bottlenecks: GPUs, Fabs, and the TSMC Monopoly

Chips from NVIDIA are essentially sold out and it's so severe that a lot of companies are actually resorting to using chips that are really, really old.

Highlight
10:00
5 min

The Frustration of AI Leaders: From Sam Altman to Elon Musk

Elon Musk, who's the boss of Tesla and SpaceX, his solution is to simply go out and build his own fab. And not surprisingly, he's called it TerraFab.

Highlight
15:00
5 min

Cybercrime’s AI-Powered Evolution: The Amber Case

Two bank accounts had already been emptied and withdrawals were starting from a third. And as is the case with many NGO workers in Indonesia, those accounts were actually in her name even though it was money from the NGOs that was stolen.

Highlight
High-Impact Quotes
Two bank accounts had already been emptied and withdrawals were starting from a third. And as is the case with many NGO workers in Indonesia, those accounts were actually in her name even though it was money from the NGOs that was stolen.
Jason Palmer12:37
Viral: 92.0
Elon Musk, who's the boss of Tesla and SpaceX, his solution is to simply go out and build his own fab. And not surprisingly, he's called it TerraFab.
Jason Palmer7:43
Viral: 88.0
The global cybercrime industry may be worth up to $500 billion annually, rivaling the illicit drug trade.
Su Lin Wong15:30
Viral: 87.0
Speakers

Hosts

Rosie BloorJason Palmer

Guests

Shailesh RaoSu Lin WongShira Aviona
Topics Discussed
AI Infrastructure Supply Chain95%Cybercrime and AI-Powered Malware92%GPU and Semiconductor Shortages90%Malware-as-a-Service Ecosystem88%Millennial Direct-to-Consumer Brands85%Transnational Criminal Networks80%AI Adoption and Pricing Pressure78%Data Center Construction Delays75%
People & Brands

Allbirds

brand

5xNegative

Indonesia

place

5xNeutral

Southeast Asia

place

4xNeutral

Su Lin Wong

person

4xPositive

Amber

person

4xNeutral

TSMC

organization

3xNeutral

NVIDIA

organization

3xPositive

Scam Inc.

media

3xPositive

Newbird AI

brand

3xNeutral

Anthropic

organization

2xNeutral

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