As you can't enforce stopping development of it, it is better to also develop it to understand it better and create countermeasures like ml which detects deepfakes.
This also leads potentially to more or better image/video signing Technologie.
And yes just because someone develops this in the open doesn't mean that someone else is not developing it in parallel but hidden.