Hi, I'm Teerth.

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.

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caustic: Hallucination, measurable with no ground truth

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.