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 Sep 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.”41:13Report a misattribution
0.90how strongly it was put, not whether it is true
0.78importance to the conversation
0.96confidence the claim was read correctly