ENGINE QUALITY

Measure the mistakes, not just the output

Timory samples three layers every week: whether strong evidence is truly strong, whether ordinary signals hide payment evidence, and whether no-signal content was missed entirely. Only human-reviewed outcomes enter these rates.

STRONG EVIDENCE

Precision

Of reviewed current-spend and explicit-WTP labels, how many were accurate.

ORDINARY SIGNALS

Strong-label miss rate

How often a reviewed ordinary signal should have been labelled as payment evidence.

NO-SIGNAL CONTENT

Signal miss rate

How often reviewed content with no extracted signal actually contained one.

Last 12 audit weeks

Higher precision is better · lower miss rates are better

2026-07-13

0 / 24 reviewed

Precision · pending
n=0
Strong-label miss · pending
n=0
Signal miss · pending
n=0

Anonymized corrections

These summaries disclose only source family and provenance changes. Reviewer notes, authors, excerpts and internal identifiers never appear here.

No reviewed corrections are available in the current public window.

Follow evidence changes, including corrections

Weekly movement · source-linked dossiers · explicit limitations

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