Earlier quoted context omitted.
Whyso? I defer to your experience, but I would expect that incorrectness is simply inconsistency measured against a more complete/complex basis?
To determine correctness, the adjudicator requires knowledge outside the system. In the scientific method, this is done by generating falsifiable hypotheses and performing the experiment. Failing that, you have to fall back on heuristics, like "what I already believe", Occam's razor (simplest theory consistent with observations wins), or reliance on authority/consensus. Consistency is simply majority wins, which comp…
No isn't.
You don't need to have a "non objective view of the truth" - i..e you don't need the ability to ask the system "Is this statement true?"
You just need the ability to ask the system "Will I think this is true, given the other things I have claimed to be true?"
Maintaining internal complexity of your own claim graph gets really tricky unless you keep it as accurate as possible.
For example, consensus view was that trump would not win the election. Trump did win the election. Thus, those two claims:
* (before) Trump will not win * (later) Trump won
These two are inconsistent. It's possible to rectify that inconsistency by marking the earlier statment cancelled. So now we have three statements
* (before) Trump will not win * (later) Trump won * (now) I was wrong to say, "Trump will not win."
The gap between "now" and "Before" can be used to compute "probability of a statement being retracted." The smaller those gaps, the more likely it is what whatever you say comes with an asterisk next to it, saying "the expected time to retraction of this statement is: x days"