Glossary · Term

recall

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Definition

Plain language

Of the things a system should have caught, how many it actually caught.

As stated in the literature

The fraction of true positives that a detector successfully identifies; trades off against false-positive rate and is the headline sensitivity metric for attack monitors.

Why it matters: It measures how much a system misses, which is critical for safety monitors where letting a real attack slip through is costly.

For example, if there were 100 spam emails and the filter caught 80 of them, its recall is 80%.

Heard on the show

“It collapses fact recall by sixty-two percentage points.”
Episode 023 — Why a Small Agent Confidently Overwrites Memories It Doesn't Understand

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