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VV / RESOURCES / EVALUATION

Reliability is
something you prove.

VV is designed to be measured, challenged and independently evaluated. Performance starts with a defined test, not a headline number.

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VV / RESOURCES / EVALUATION

Measure the decisions
that matter.

Each measure belongs to a clearly defined evaluation set. Detection performance should be considered alongside false alarms, latency and data quality.

01

Recall / sensitivity

How often meaningful high-risk scenarios are identified in a defined evaluation set.

02

False-positive rate

How often benign scenarios are unnecessarily escalated, reported alongside detection sensitivity.

03

Detection latency

Elapsed time from a defined event condition to a system decision or workflow initiation.

04

Uncertainty handling

Whether poor-quality observations are recognised as uncertainty rather than mistaken for safety evidence.

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