The announcement of a new model is routine; the immediate, full-stack replacement is the real signal. This move demonstrates Google's capacity for rapid, at-scale deployment but also exposes its entire user base to a new model's unvetted risks and biases. The critical question isn't how good the model is, but what new vulnerabilities have been introduced overnight.
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