io.net and geo-distributed GPU superclusters for AI
Quote184 words
Argues that the GPU shortage prices out AI builders and caps co-located scaling, and that io.net's geo-distributed clustering of idle GPUs into global superclusters addresses this at lower cost.
Key claims
Advanced AI training needs dozens to hundreds of GPUs working in sync
io.net enables geo-distributed GPU superclusters across continents
Decentralized compute is one of crypto's biggest product-market fits
If you're still wondering why @ionet is so disruptive to the global AI market, @MTorygreen gives a great breakdown in the below video.
TL;DR:
Advanced AI at scale requires massive amounts of compute, which means dozens or hundreds of GPUs need seamlessly coordinate and work together.
Amid the global GPU shortage we're facing, the accelerating demand for compute makes GPUs a scarce and expensive resource.
Not only does this out-price a large part of AI builders, it also puts an inherent limit on how far AI can feasibly scale, as you can just get together / afford a finite amount of GPUs in a geographically co-located manner.
That's exactly the problem that @ionet solves.
For the first time, it makes the geo-distributed clustering of otherwise idle GPU resources possible, allowing for GPU "super clusters" that span across the entire globe, pooling institutional-grade compute to serve AI use cases at scale, and at highly competitive cost.
DeAI and especially decentralized compute networks like @ionet are crucial AI infra far beyond our crypto bubble, and likely one of the biggest PMFs of our industry.
DYOR anon.
QUOTING @MTorygreen
Advanced models don't just need GPUs, they need dozens in perfect sync. @ionet links cards across continents—Iceland, Singapore, Mexico—into a single supercluster. This isn't incremental. It's something hyperscalers never attempted. Global arbitrage becomes a single machine. h
Advanced models don't just need GPUs, they need dozens in perfect sync. @ionet links cards across continents—Iceland, Singapore, Mexico—into a single supercluster. This isn't incremental. It's something hyperscalers never attempted. Global arbitrage becomes a single machine. h
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Zero has written 5 more pieces on io.net since this one.