Methodology

How the Oversight Wall works, and what its limits are

What is on the Wall

Each card on the Wall is an "oversight gap" — a place where this platform's documented public-record evidence (court filings, regulatory settlements, financial disclosures, voting records) suggests harm is on the record but accountability is missing. We do not generate evidence; we surface patterns in evidence already on file.

The six gap types

Confidence and severity

Every gap inherits the lowest confidence of its supporting evidence. We use only three levels:

A gap with no attached evidence rows is always labelled inferential — it cannot borrow confidence it does not carry. Silence-based gaps (disclosure gaps) are negative-evidence detections and are capped at secondary no matter how strong their attached evidence is: the donations are documented, but the silence itself is an absence in our records, not a citation.

Severity: a gap supported by at most one piece of attached evidence is always low — no other factor can raise it. Past that floor, severity is high when there is ≥ $100M of documented impact, ≥ 5 affected entities, or the most recent supporting evidence is more than 2 years old; medium otherwise.

What the Wall does not do

Corrections

If you are the subject of a gap, or have evidence that a gap has been resolved or that supporting evidence is wrong, please use our corrections process. We attach responses to the relevant page.

Freshness and retirement

Detection runs nightly. Each gap shows the date its supporting evidence was most recently verified. Gaps whose evidence has not been refreshed in 90 days are marked as stale.

A gap that a nightly run no longer derives is automatically retired from the Wall — usually because the accountability action it flagged as missing (an enforcement action, a public statement, a recusal, a hearing) has since been documented. Retired gap pages stay reachable, marked as retired, for the record; if later data re-derives the gap it returns to the Wall. A detector that fails to run leaves its gaps untouched rather than mass-retiring them.