A RAM Utilization Figure Is Not a Workload Policy
Sam Altman's argument about scarce DRAM makes a valid point about cloud utilization, but it does not make local inference wasteful.
Cloudless AI Blog
A Greener Route for AI Inference
Benchmarks show how routing suitable small-model requests to existing local hardware can lower inference energy and cloud demand.
Idle inference is bigger than the Mac
Compare Minions' queued Apple Silicon jobs with Cloudless AI's policy-routed live inference across macOS, Linux, and Windows.
Introducing Cloudless AI
Route OpenAI- and Anthropic-compatible inference to spare local GPUs and NPUs, with policy-controlled cloud fallback.