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15 articles found in AI Infrastructure
A module-by-module map of Intrinsic Core, the industrial robotics stack Alphabet just open-sourced under Apache 2.0: what ships free (k3s runtime, ICON control, FoundationPose perception, a CNC tending app), what stays paid, and the true setup cost before you adopt it.
LLM VRAM is two math problems: weights memory (parameters x bytes per parameter) and the KV cache that grows with every token. This guide gives the formulas, worked examples for 8B and 70B models, and the quantization trade-offs so you can size GPU memory yourself.
NVIDIA's OSMO is now free on GitHub. One YAML file runs robot training, simulation, and testing across any Kubernetes cluster. Here is how it works.
