[guimplen]

This is a misconception. The main result in the Kolmogorov complexity theory that there is precisely the "universal prior" that comes simply from the notion of computability.

[Ono-Sendai]

It's a misconception the "universal prior" is at all helpful.

[guimplen]

This universal prior is both theoretically useful and help conceptualize the real-world compression techniques.