This platform is for awareness and transparency. Not financial or legal advice.

Observatory Analytics

A live view of what the system is finding, approving, and learning.

The system is real

Signals processed

628

Approval rate

55%

Active sources

50

of 87 total

Since January 2026 · Updated daily

What it's finding

Signals over time

2026-04-202026-04-232026-04-262026-04-292026-05-022026-05-052026-05-082026-05-112026-05-142026-05-20020406080

Of approved signals, 23% were classified as incidents (past harm) and 44% as hazards (emerging risks).

Harm classification breakdown

Incident
Hazard
Other

Coverage is broad

Signals are tagged against the OECD AI Principles. Safety & Robustness and Accountability dominate current coverage.

Signals by OECD principle

Safety & RobustnessAccountabilityTransparency & ExplainabilityHuman Oversight &AutonomyDemocracy & Rule of LawInclusive Growth &WellbeingPrivacy & Data GovernanceFairness &Non-discriminationSustainability & EnvironmentInternationalCooperation

Signals by source tier

InstitutionalJournalismCommunityDataInfrastructureNewsletterRegulatory

The graph is growing

1 nodes proposed, 1 approved · 14 edges proposed, 9 approved

25 score updates proposed, 25 approved

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