EPISODE · May 1, 2026 · 19 MIN
The Hidden Truths of AI Infrastructure: Why "Just Add GPUs" Always Fails
from Amelia's Weekly Fish Fry · host EEJournal.com
This week, we’re diving into the hidden challenges of AI infrastructure with David Driggers, CEO of Cirrascale. David and I chat about the surprising failure points that traditional data center planning often misses when it comes to large-scale AI deployments, why old assumptions about power, cooling, and networking simply don’t hold up anymore and why the “just add GPUs” strategy can be a recipe for disaster without a true systems-thinking approach. Also this week, I check out a massive breakthrough where physicists are using AI to uncover entirely new laws of nature!
What this episode covers
This week, we’re diving into the hidden challenges of AI infrastructure with David Driggers, CEO of Cirrascale. David and I chat about the surprising failure points that traditional data center planning often misses when it comes to large-scale AI deployments, why old assumptions about power, cooling, and networking simply don’t hold up anymore and why the “just add GPUs” strategy can be a recipe for disaster without a true systems-thinking approach. Also this week, I check out a massive breakthrough where physicists are using AI to uncover entirely new laws of nature!
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The Hidden Truths of AI Infrastructure: Why "Just Add GPUs" Always Fails
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