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Paperium
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Posted on • Originally published at paperium.net

The Role of Computing Resources in Publishing Foundation Model Research

Why AI Breakthroughs Need Shared Super‑Computers

Ever wondered why the newest AI tools seem to appear out of thin air? Scientists discovered that behind every dazzling foundation model lies a mountain of computing power—think of it as the fuel that powers a rocket.
Researchers examined thousands of AI papers and asked the authors themselves: does more GPU time mean better science? The answer was clear: more chips lead to more citations and bigger funding, but the magic isn’t limited to big labs or fancy companies.
Imagine a community kitchen where anyone can borrow a stove; when the stove is affordable and open to all, more chefs can whip up innovative dishes.
Sharing affordable super‑computers could let under‑funded researchers join the AI race, bringing fresh ideas and diverse perspectives.
This simple step could keep the AI engine humming for everyone, not just a few.
Let’s open the doors to powerful computing and watch the next wave of breakthroughs rise together.
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The Role of Computing Resources in Publishing Foundation Model Research

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