#decentralized AI

AI & Machine Learning

Milliseconds to Match: Inside the GPU Swarm Engine Powering Decentralized AI Inference

Picture this: 500 GPUs scattered worldwide, each with quirky specs, and you need to pick the perfect one for an AI inference job—in milliseconds. That's the beast one builder tamed with NeuralGrid.

AI & Machine Learning

30 AI Agents and Your Orchestrator Dies: Meet the Quadratic Swarm That Scales

Hit 30 agents in your LangGraph setup? Latency explodes, smarts flatline. QIS flips the script with peer-to-peer insight sharing that scales quadratically.