changing sample formats, disadvantages?

32-bit float is the default in Audacity, and is recommended.
The only downside to 32-bit float is that it requires double the drive space compared to 16-bit.

The main advantages are:

  • Higher quality processing.
  • Faster processing.
  • If you accidentally boost the level above 0 dB, it can be corrected without damage.