Research
Inspect the evidence
Open a dated dataset, read its schema and run the Python quickstart. Pin the revision when reproducing a result.
Dataset and quickstartAI measurement and evidence
Council of AI
Council for the Safety of Artificial Intelligence
Council of AI is an operating AI measurement and evidence organisation, run by CSOAI Ltd. Explore published results, methods and coverage gaps through GSPC, and inspect the records behind them.
Notebooks
Work in Kaggle
Download the same snapshot as CSV and JSON, with its source hashes and a local verification script.
Open the Kaggle datasetUnderstanding
Read the method
Understand what each measurement supports, where coverage is missing and why a tie is not a winner.
Methods and limitationsWhat a result means
- MEASURED means evidence exists for an axis; it does not establish a winner.
- TIE means no separated lead was established. UNTESTED means separation was not established by a test.
- UNMEASURED is a coverage gap. Missing information is never zero.
Model comparisons and deterministic source facts are different evidence types. Check scope, intake and withdrawal status before quoting a card.
See current counts, dates and states in the source JSONBuild with the evidence
Connect through the public API or MCP, inspect the source code, or find a model in the board search.
Inspect external use
Read the dated records of outside technical reuse and the separate distribution counters. Each example names the work used and what the evidence establishes.
Technical reuse and distribution evidenceContribute a review
Independent researchers, practitioners and affected people can explore the Public Watchdog working groups and document tracker, inspect a task and prepare a contribution through the public forum or email route. Groups are forming; a contribution is not an appointment or permission to execute.