Claimant scorecard · AERS v2.1 · Calibrating
GAO
1 claim tracked in the Responsibility Ledger. 1 pending grade.
AERS
—
Insufficient closed grades
Pending
1
Open horizons
Closed
0
Graded outcomes
First tracked
May 27, 2026
Open horizons
GAO: SBA failed to publicly report AI use cases from 2020 through March 2026, violating federal transparency requirements
Invalidator — If SBA misses the January 2027 inventory deadline or publishes an inventory that omits use cases documented by internal or IG audits, the grade would be C. If Congress passes mandatory reporting legislation in response to continued SBA noncompliance, the GAO claim is validated but the grade becomes B (problem confirmed but voluntary compliance failed).
About this scorecard
The AI Execution Risk Score (AERS) is a 0-100 metric quantifying the gap between GAO’s public AI claims and demonstrated delivery. Higher AERS = stronger track record. Each claim above is drawn from a primary source linked in the original Ledger entry; the horizon date is when the claim becomes graded under the published methodology. Materiality is the editor’s assessment of the claim’s formality from 1 (PR statement) to 5 (earnings call or SEC filing).
AERS v2.1 · Methodology in active calibration · Not investment advice.