A landmark review warns that hospitals are deploying AI faster than regulators can keep up. The analysis highlights growing authorization volume in the US and points to ongoing mismatches between authorization pace and the operational demands of safety, monitoring, and post-market evaluation. It frames the current environment as a deployment acceleration problem, not only a technical one.