AIIC AI Intelligence Centre

SOURCE-LINKED INTELLIGENCE

False Negatives for Water Quality-Associated Beach Closures

AI Incident Database · article · Aug 10, 2022 · UTC

Toronto’s use of AI predictive modeling (AIPM) which had replaced existing methodology as the only determiner of beach water quality raised concerns about its accuracy, after allegedly conflicting results were found by a local water advocacy group using traditional means.

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recordType
incident-report
evidenceStatus
reported
region
Global

Reported occurrence date: 2022-06-03T00:00:00.000Z

Evidence & attribution

AI Incident Database, Responsible AI Collaborative; McGregor (2021), Preventing Repeated Real World AI Failures by Cataloging Incidents. Incident-specific contributor credits are available at each citation link. Metadata adapted; article text excluded.

License: CC BY-SA 4.0

First collected: 2026-09-19T22:50:59.123Z. This is not the publication date.

Observed changes

AIIC observation times, not verified publisher revision times. Up to eight recent revisions.

2026-09-20T23:22:28.549Z

  • publishedAt: Not provided → 2022-08-10T00:00:00.000Z