Define your own ambient-light-to-brightness mapping by dragging control points on a grid. Click empty space to add; ⌥-click a point to remove. A purple marker tracks the live luminance reading against your curve so you can see the target brightness move in real time.
If you haven't drawn a curve, Adaptive Screen uses a small weighted-mean model trained on the brightness choices you make manually — partitioned by time-of-day bucket so your late-night preference doesn't interfere with your morning one. Once the model has enough signal you can bake it into a curve and edit from there.