This for me is the crux of dark mode and is where this post falls flat: devices are just simply a different beast. They aren't newspapers or photographs, they are lamps with a color profile hotter than the Sun, and we should treat them differently. That's especially true of mobile devices, where being used before sunrise/after sunset is typical.
It's not the same, but it reminds me of how we think and talk about color (additive versus subtractive). Finger painting as a kid you learn that mixing the three colors — Red, Yellow, and Blue — makes black, but play with a computer and you'll learn that the three colors — Red, Green, and Blue — make white. It's a different system because, simply put, it's an entirely different system.