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We thank Dr. Bair for the thoughtful and constructive response to our paper and for extending the discussion to the critical issue of post-deployment performance monitoring for ophthalmic artificial intelligence (AI) systems. As highlighted in the letter, there is growing recognition across medicine that clinical AI models may exhibit performance drift over time due to changes in patient populations, imaging devices, acquisition protocols, and clinical workflows. Several groups have documented these challenges during clinical deployment.

