Record model identity, device state, power, latency distribution, and thermal behavior before turning one local-inference run into a product conclusion.
How to Review an Edge LLM Benchmark Without Fooling Yourself
Record model identity, device state, power, latency distribution, and thermal behavior before turning one local-inference run into a product conclusion.
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.