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Automated Annotation Has Hit Its Ceiling for Safety-Critical AI. Human Judgment Is the Ceiling.

Consider a delivery van stopped in the right lane, hazard lights on, partially blocking a city intersection. The approaching vehicle must decide whether to hold position, merge left, or proceed on the basis of inference rather than observation. When that decision is multiplied across millions of frames, it shows why automated annotation has reached its limit in safety-critical AI.
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