Sev Geraskin: Who Owns the Infrastructure Underneath All This

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"Resilient infrastructure depends on no single point of authority, no single point of failure."

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Thursday October 29, 2026 · 2:35 PM · Talk

Key ideas from the talk

He grew up in a Soviet town whose fairground rotted after the state collapsed. Neighbours were the last people trying to fix it.
A Ferris wheel needs an operator, a mechanic, fire and paint. Cut any one and it stops. He uses this as a picture of AI infrastructure.
AI at scale needs far more power, money and access.
His company PolarGrid cut voice-AI delay from over one second to about 364 milliseconds by putting GPU servers near users.
A centralized site has one connection and one operator. Several smaller sites let another node pick up the load.
His proposal is a library-style compute community centre, with GPU nodes, AI terminals and community staff, open 24/7.

"My happiness was firmly rooted in the local infrastructure of my town."
"Tomorrow's bottleneck will be latency and speed."
"Who do you want to have the ability to turn it off?"
"While the traditional metrics measure the number of riders on the Ferris wheel, we count the kids who are trying to fix the bumper cars."
"A compute community center for the people, based on the library model."
"Resilience is acceptance of uncertainty and constant change, a belief in people and community."
"Who is responsible for the lives that depend on it?"

Sev Geraskin · Co-Founder and VP of Engineering, PolarGrid; Economy of Wisdom Foundation