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Reliability & Evaluation·LLM Fluency
verification

verification

/ˌverɪfɪˈkeɪʃən/

🧪 Reliability & Evaluation

checking an output against independent evidence, calculations, tests, or authoritative sources

verification in a sentence

“Verification caught two incorrect totals by recomputing them from the raw rows.”

Origin of verification

Latin verificare to make true, from verus true

Related Words

eval

a structured test used to measure how well a model or AI system performs a defined task

rubric

an explicit set of criteria and scoring rules for judging an output

reference set

a curated collection of test inputs and trusted expectations used for evaluation

evaluation baseline

a simple or established result used as the comparison point for a new approach

model regression

a decline in behavior that previously worked after a model, prompt, tool, or system changes

drift

gradual change in inputs, outputs, or conditions that can reduce system performance over time

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