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Tag: evaluation

1 article tagged “evaluation”
AI Agents

How You Test an Agent That Runs for 30 Days Before It Touches a Live Loan: Golden Files, Backtesting, and the Eval Harness SR 11-7 Actually Wants

A model that scores a loan in 300 milliseconds is easy to validate. An agent that holds a goal across weeks, re-plans as the file changes, and makes dozens of decisions along the way is not, and the usual accuracy-on-a-test-set approach misses most of what can go wrong. A technical account of the eval harness we run, the golden loan files we maintain, the backtest against historical underwriter decisions, and how ongoing monitoring under SR 11-7 and the NIST AI RMF applies to something that behaves more like a colleague than a classifier.

7 min read
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Loan review fell from 4 hours 50 minutes to 47 minutes per file, and 78% of items now clear at high confidence — so QC touches only the exceptions.

Pre-Close QC Agent · Better Mortgage— read the case study

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