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

1,170

Approval rate

38%

Active sources

53

of 87 total

Since January 2026 · Updated daily

What it's finding

Signals over time

2026-07-302026-08-022026-08-052026-08-082026-08-112026-08-142026-08-172026-08-202026-08-232026-08-290255075100

Of approved signals, 32% 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 & RobustnessInclusive Growth & WellbeingHuman Oversight &AutonomyTransparency & ExplainabilityDemocracy & Rule ofLawFairness & Non-discriminationPrivacy & DataGovernanceSustainability & EnvironmentInternationalCooperation

Signals by source tier

JournalismInstitutionalCommunityDataInfrastructureRegulatoryNewsletter

The graph is growing

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

3 score updates proposed, 0 approved

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