I have a problem with the printer nozzle which, after a certain level of printing, starts to touch the material already deposited and ruins the work from then on.
I use Cura in the latest version.
If I use the original firmware instead of Klipper, it doesn’t happen.
As this seems to happen when using Sonic Pad I think @Bonfireman or some other members are more knowledgeable about it and could offer some more advice.
I have an ender 3 s1 pro and sonic pad and use cura and have no problems with prints. Check you USB cable and connections. I use a top quality cable not the one supplied with the sonic pad. Also ensure you are using the latest firmware for the sonic pad. I would also reinstall the file generated by the pad for the s1 pro.
I get something like that on my V3SE if I use the latest Creality Print, but that will manifest in the first couple of layers, not when you get to the 70th. As Bill says a decent USB cable, block off the power line of the USB and perhaps clip on a ferrite (had to that with my Ender 5 plus, it would error randomly before now works perfectly)