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

1,113

Approval rate

69%

Active sources

51

of 87 total

Since January 2026 · Updated daily

What it's finding

Signals over time

2026-07-172026-07-202026-07-232026-07-262026-07-292026-08-012026-08-042026-08-072026-08-102026-08-16020406080

Of approved signals, 34% were classified as incidents (past harm) and 41% as hazards (emerging risks).

Harm classification breakdown

Incident
Hazard
Other

Coverage is broad

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

Signals by OECD principle

AccountabilitySafety & RobustnessHuman Oversight & AutonomyInclusive Growth &WellbeingTransparency & ExplainabilityDemocracy & Rule ofLawFairness & Non-discriminationPrivacy & DataGovernanceSustainability & EnvironmentInternationalCooperation

Signals by source tier

JournalismInstitutionalCommunityRegulatoryNewsletterDataInfrastructure

The graph is growing

1 nodes proposed, 0 approved · 5 edges proposed, 0 approved

3 score updates proposed, 0 approved

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