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Oliver Buchannon
Ben Pouladian

Ben Pouladian is a tech investor and AI infrastructure enthusiast with a degree in Electrical Engineering from UC San Diego. Drawing on his technical background, Ben has long championed the transformative power of GPU computing and Nvidia's crucial role in the AI revolution. He writes about the intersection of hardware innovation, scaling laws, and the exponential progress of artificial intelligence. Ben believes that hardware diversity, from Nvidia's versatile GPUs to Google's specialized TPUs, strengthens the entire AI ecosystem and accelerates our path toward AGI.


The Bottleneck Migrates

Jun 10, 2026

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8 min read

The Bottleneck Migrates

Everyone is arguing about whether AI will start improving itself. Almost nobody is asking the more useful question: if it does, what runs out first?

The 10T Threshold

May 12, 2026

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7 min read

The 10T Threshold

What it actually takes, hardware and software, to serve a 10 trillion parameter model. The era of fitting a frontier model in a single rack just ended.

The AI Compute Boom Has Room for Everyone

Dec 11, 2025

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15 min read

The AI Compute Boom Has Room for Everyone

Inside Google's TPUs and the Supply Chain That Powers Both Giants

© 2026 Forward Future by Matthew Berman.
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