One needs to do multiple passes, not sure if that is to be considered a PhD level problem.

I think it depends, but given an arbitrary compute pipeline, you should be able to write the results (or intermediary results) to the screen with minimal effort.

No, it's an @compute shader rather than a combination of @vertex and @fragment shaders (which would do graphics) in the case of WebGPU.

Surely you could visualize it but not as a side effect.

If you wanted to do compute in a shader before WebGPU with WebGL instead, then I think the answer is kind of yes. It wasn't "for free" without any code but it was required to do. But now WebGPU supports compute shaders properly so you don't have to do compute in a shader that produces textures.