Power ranges: AI faces supply crunch
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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.
AI demand is growing exponentially, but hardware supply—especially GPUs and semiconductor fabrication—is struggling to keep up, creating a critical bottleneck.
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.
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.
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.
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.
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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.”
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.”
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.”
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.”
“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.”
“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.”
“The global cybercrime industry may be worth up to $500 billion annually, rivaling the illicit drug trade.”
Hosts
Guests
Allbirds
brand
Indonesia
place
Southeast Asia
place
Su Lin Wong
person
Amber
person
TSMC
organization
NVIDIA
organization
Scam Inc.
media
Newbird AI
brand
Anthropic
organization
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