cannedbread
Re:Jev Is Poorly Calibrated
on Saturday October 03, 2026 @06:16AM (#49942916)
I think you hit on my core criticism of this and similar analyses: LLMs are a tool, and using them to draw from a distribution is misuse of the tool. It's not what it's designed/tuned for. Asking follow ups like "is Jev calibrated when I mis-use it?" is asking the wrong question. The right question would be, "is Jev calibrated for expected use cases?". And based on some initial exploration, I do think Jev is calibrated for common natural language questions
Re:Jev Is Poorly Calibrated
on Friday October 02, 2026 @03:30PM (#49937555)
IMO by asking Jev underspecified questions like this, you're essentially using it as a random number generator (similar to the dice example). On actual NLP problems (including ones with uncertainty under human review) it does appear to be well calibrated: https://leonardgrazian.com/blog/jev-calibration/
Re:Launch HN: InspectMind (YC W24) – AI agent for reviewing constructi...
on Wednesday December 10, 2025 @06:24PM (#46225489)
When I upload my drawing set, how often should I expect it to hallucinate? And how much of the real stuff does it flag?