Hallucination, measurable with no ground truth.
- 0.995 AUROC
- five proved bounds
I found that when a model cannot reach a fact it collapses distinct entities onto one answer, and that collapse is measurable with no ground truth at all.
A twenty year old tech lover who likes turning maths and ideas into solid code. Some of those ideas now live inside the codebases of companies like these.
WASD or arrows to slide · Shift to dash · click the snow to go there.Drag anywhere to steer. Tap a building to go there.
Hold W to slide · A D to turn · S back · Shift dash · E open
Pick one and the seal slides there.
Eleven landed contributions. Every number below was measured on a named machine against a control, and every one of them sits in a merged diff or on the default branch it targets.
Hallucination, measurable with no ground truth.
I found that when a model cannot reach a fact it collapses distinct entities onto one answer, and that collapse is measurable with no ground truth at all.