This was discussed at some length in this thread.
The bottom line is more bits = lower noise floor. That’s all it means.
For mastering a recording, you may need more that 16 bits. But, as a distribution medium, 16 bits gives you a noise floor low enough that there’s no point to going any further.
Or you could just skip the whole long-winded discussion and watch this video.