AI One Health

The Monitor

A situational snapshot at the intersection of AI and One Health — research, zoonotic outbreak signals, antimicrobial resistance and FDA AI/ML device clearances, drawn from the same curated sources as the Digest.

AI-for-health research

Published in the last 30 days · a signal can count in more than one domain

Last updated 27 Oct 2026, 06:00 UTC

  • Human46
  • Animal41
  • Environment32

Zoonotic outbreak signals

All outbreak signals · active means published in the last 30 days

Last updated 17 Oct 2026, 06:00 UTC

Stale — data may be out of date

  • Active6Active
  • Closed17Closed

AMR updates

Published in the last 30 days · counted by source, so a signal here can also appear in the research panel

Last updated: not recorded

An AMR source is configured for the Monitor but is not enabled, so nothing is being counted here yet. This is not a count of zero.

FDA AI/ML clearance count

Cumulative FDA AI/ML clearances · newest decision 29 Jun 2026

Last updated 27 Oct 2026, 04:00 UTC

  • Cleared devices1,614