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Signal Intelligence Briefing 008

When the Measure Is Uncertain, the System Still Has to Decide

New Zealand’s PIAAC results measured a substantial deterioration in adult literacy and numeracy, but the exact magnitude remains uncertain. The more consequential question is what a system should do when the evidence is strong enough to matter but not precise enough to read literally.

Uncertainty should calibrate the response. It should not erase the signal.

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