> Thus it is a local maximum, so any small change produces a worse result I have ML engineer brain, so to me any small change from a local maximum is an IMPRO

> Thus it is a local maximum, so any small change produces a worse result I have ML engineer brain, so to me any small change from a local maximum is an IMPROVEMENT (because we try to minimize loss functions). Your reading makes more sense.