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Council of AI · measure, sign, verify

Council of AI governed workspace

What should the Council help you do?

Ask once, then keep the conversation, selected tools and evidence together. The composer below is the control point; starter actions only prefill or open a real surface.

Inspect a model arenaRecorded rounds and deterministic grading; never a pretend live battle.Train on a GSPC axisLearn, play, explain, propose a fix, then stop for human review.Verify evidenceRecompute a card hash and signature in the browser.Diagnose and draft a fixPrefills the Council—not sent, executed or approved automatically.
Browse every tool and page Inspect live connections

MCP tool catalogue

13 declared by tools/listOpen all

Catalogue discovery is live. A tool becomes runtime-observed only after its own tools/call completes.

Account overview and recent measurements

RLMAI Knowledge Base

Learn from historical AI safety incidents and council decisions

8

Documented Scenarios

0

Total Incidents

0

Council Reviews

24

Lessons Learned

Facial Recognition Misidentification

high

AI system incorrectly identified individuals leading to wrongful accusations

3 lessons

Healthcare Algorithm Discrimination

critical

Medical AI prioritized patients based on historical spending rather than health needs

3 lessons

Chatbot Data Leakage

high

Conversational AI exposed sensitive user data in responses to other users

3 lessons

Deepfake Political Manipulation

critical

AI-generated content used to spread false political information

3 lessons

Autonomous Vehicle Sensor Failure

critical

Self-driving system failed to detect pedestrians in unusual conditions

3 lessons

Recommendation Algorithm Radicalization

high

Content recommendation system amplified extreme content to maximize engagement

3 lessons

Credit Scoring Opacity

medium

AI credit decisions provided no explanation to affected individuals

3 lessons

Hiring AI Liability Gap

high

No clear responsibility when AI hiring tool discriminated against candidates

3 lessons

Answers from published measurement, or it refuses.