A distributed inference mesh needs explicit admission, routing, observability, degradation, and rollback contracts before spare hardware becomes capacity.
Operating a Mesh LLM Starts With Failure Domains, Not Free GPUs
A distributed inference mesh needs explicit admission, routing, observability, degradation, and rollback contracts before spare hardware becomes capacity.
Generating content is interesting. Generating content, creating artwork, and publishing it without...
Record model identity, device state, power, latency distribution, and thermal behavior before turning one local-inference run into a product conclusion.
A distributed inference mesh needs explicit admission, routing, observability, degradation, and rollback contracts before spare hardware becomes capacity.