on-device inference ⁽¹⁾

What on-device inference changes about your data-supply contract On-device inference runs the AI model on the node’s own NPU rather than shipping data to a cloud round-trip. For 2026 fleets, that is not a hardware swap — it is a rebase of your data-supply contract:…