From The Truth by Terry Pratchett, with particular emphasis on the book's footnote.

> William’s family and everyone they knew also had a mental map of the city that was divided into parts where you found upstanding citizens, and other parts where you found criminals. It had come a shock to them... no, he corrected himself, it had come as a an affront to learn that [police chief] Vimes operated on a different map. Apparently he'd instructed his men to use the front door when calling on any building, even in broad daylight, when sheer common sense said that they should use the back, just like any other servant. [0]

> [0] William’s class understood that justice was like coal or potatoes. You ordered it when you needed it.

Any claims of objectivity would be challenged based on how it was trained. Public opinion would confirm its priors as it already does (see accusations of corruption or activism with any judicial decision the mob disagrees with, regardless of any veracity). If there's a human appeals process above it, you've just added an extra layer that doesn't remove the human corruption factor at all.

As for corruption, in my opinion we're reading some right now. Human-in-the-loop AI doesn't have the exponential, world-altering gains that companies like OpenAI need to justify their existence. You only get that if you replace humans completely, which is why they're all shilling science fiction nonsense narratives about nobody having to work. The abstract of this paper leans heavily into that narrative

A teenager posting own photo and getting away with it is massively different then a rich guy raping a girl and getting away with it. Or, rich guy getting away with outright frauds with thousands of victims.

> While it often delivered as a narrative of wealth corrupting the system, the reality is that usually what they are buying is the justice that we all should have.

This is not true. Epstein did not got "justice we all should have". Trump did not got "justice we all should have". People pardoned by Trump did not got "justice we all should have". Wall Street and billionaires are not getting justice we all should have either. All these people are getting impunity and that is not what we all should have.

In a countries without this legal framework its usually free for all fight every time ruling power changes. Not good for preserving capital.

So wealthy having more rights is system working as intended. Not inherently bad thing either as alternative system is whoever best with AK47 having more rights.