Evidently AI LLM judge FAQ
FAQ covering LLM-as-judge evaluation techniques; when to use binary vs multi-class; how to avoid common pitfalls in LLM judging
XNot a typed-decision job: needs written output, plain rules or lookups would do it, or needs raw image or audio. Also marks ideas that must not be built.2.56
Key facts
- Vertical
- Software & tech
- Function
- Agents & dev
- Status
- Seen in the wild
- Volume
- occasional
- Value
- meaningful
- Risk
- moderate
- Evidence
- described plan
- Flags
- check-fit
Build this with a classifier
Define a typed decision with a bounded answer, then evaluate it on examples.
{
"decision_type": "choice",
"question": "Does this input match the decision in “Evidently AI LLM judge FAQ”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
Cite this
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