TALOS Wants to Break AI's Cloud Monopoly, One GPU at a Time
Every major AI provider today runs on the same playbook: build a data center the size of a small city, load it with GPUs nobody else can afford, and rent access back to the rest of the world at whatever margin the market will bear. Your prompts pass through their servers. Your usage is logged. Your access can be throttled, filtered or revoked, and the pricing changes whenever the company decides it should.
TALOS is betting that playbook is about to break.
The pitch
TALOS is a peer-to-peer network for running AI models on hardware that already exists: the graphics cards sitting idle in gaming PCs, workstations and spare rigs around the world. Instead of one company owning the compute, anyone can plug their GPU into the network and get paid for the work it does. Instead of one company owning the model, a prompt gets routed to whichever machine...
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