Re:Disagreement Among Frontier LLMs on Real-World Fact-Checks
by kostaj on Thursday May 28, 2026 @09:43AM
(#48308881)
Indeed. I prompted each model ones, plus one retry on errors. Very good point to measure the inter-model disagreement! Will add in the next version.
Section "4.2 Agreement w/ peer majority" shows the level of agreement of each model with the majority.
Yes, planning of human-labelling the same corpus of 1,000 claims and publishing a second study measuring the models performance against the human-labels on corpus that the models have not seen during training.
Would also be interesting to add a virtual model that is simply the majority of all models and see how much the individual models differ from the "consensus".
Do you plan to add some sources in the related work section of baseline numbers for human expert disagreement in fact checking tasks (I'm assuming such studies exist).