descriptive claim
Using a language model as a grader in a fact-checking system is not particularly accurate when the same model is used to generate and check the content.
Tom McGrath · Designing How AI Grows — Tom McGrath · 2 Sept 2026
In their words
The transcript segments this claim was taken from
“The idea here is that like you could use a language model as a grader.”
“in your sort of fact-checking scheme.”
“But this is not particularly accurate. Like if you're using the same model to fact-check.”Play from 41:13Report a misattribution
90%how strongly it was put, not whether it is true
78%importance to the conversation
96%confidence the claim was read correctly