What is Adaptive Brightness?

Adaptive Brightness uses the light sensor plus on-device machine learning to set screen brightness automatically — and it learns from your manual corrections over time.

Toggle it under Settings → Display. If it keeps guessing wrong, reset its learned data (Settings → Apps → Device Health Services → Storage → Reset adaptive brightness) and retrain it for a few days.