RESPONSE TO KRUGMAN : THERE IS AN AI THAT DOESN'T NEED DATA CENTERS

Paul Krugman asks what happens when the AI bubble bursts. https://paulkrugman.substack.com/p/after-the-bubble-bursts?utm_source=share&utm_medium=android&r=3nsea2 His answer: a recession, probably worse than the dot-com slump, and a slow recovery. He is right about the bubble. He is right that the investment is enormous and the payoffs are unclear. He is right that the reckoning will be painful. He is missing one thing, and it is architectural. The bubble is priced against a requirement. The requirement is the data center. The datacenter is where the unbounded architecture lives: the compute, the cooling, the power, thenetwork. The commitment is a commitment to compute at data-center scale, because theunbounded architecture samples from an unbounded space, and the sampling is what the data center is for. There is a second architecture. It does not have that requirement.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-08
DOI
https://doi.org/10.5281/zenodo.24053128
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
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article

RESPONSE TO KRUGMAN : THERE IS AN AI THAT DOESN'T NEED DATA CENTERS

M. TAALABI, Team LLM-DIPLOMAT
1 links
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence Applications
article

RESPONSE TO KRUGMAN : THERE IS AN AI THAT DOESN'T NEED DATA CENTERS

M. TAALABI, Team LLM-DIPLOMAT
article en

Abstract

Paul Krugman asks what happens when the AI bubble bursts. https://paulkrugman.substack.com/p/after-the-bubble-bursts?utm_source=share&utm_medium=android&r=3nsea2 His answer: a recession, probably worse than the dot-com slump, and a slow recovery. He is right about the bubble. He is right that the investment is enormous and the payoffs are unclear. He is right that the reckoning will be painful. He is missing one thing, and it is architectural. The bubble is priced against a requirement. The requirement is the data center. The datacenter is where the unbounded architecture lives: the compute, the cooling, the power, thenetwork. The commitment is a commitment to compute at data-center scale, because theunbounded architecture samples from an unbounded space, and the sampling is what the data center is for. There is a second architecture. It does not have that requirement.

Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence Applications
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