Council of AI

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AI & ML interests

Council of AI — Council for the Safety of Artificial Intelligence, operated by CSOAI Ltd. We publish scoped AI measurements, methods, limitations and corrections. Hugging Face hosts generated data and verification tools from the canonical GSPC source. Read current coverage, dates and result states at https://councilof.ai/api/gspc; verify supported signed records free at https://councilof.ai/gspc-verify. Measurement is not certification, accreditation or permission to execute. Existing dataset licences and legal identifiers remain applicable.

Recent Activity

Nicholastempleman updated a dataset about 1 hour ago

csoai/agent-interop-census

Nicholastempleman updated a dataset about 3 hours ago

csoai/sovereign-live

Nicholastempleman published a dataset about 3 hours ago

csoai/sovereign-live

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Open measurements · Published limitations · Free verification

Council of AI

Council for the Safety of Artificial Intelligence

Explore scoped AI measurements and the evidence behind them. GSPC brings the published results, methods and coverage gaps into one public board.

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 quickstart

Notebooks

Work in Kaggle

Download the same snapshot as CSV and JSON, with its source hashes and a local verification script.

Open the Kaggle dataset

Understanding

Read the method

Understand what each measurement supports, where coverage is missing and why a tie is not a winner.

Methods and limitations

What 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 JSON

Build with the evidence

Connect through the public API or MCP, inspect the source code, or find a model in the board search.

Contribute 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.