GOVGOV-001 — Accountability Framework Gaps
AI Benchmark Gaps Leave Hidden Model Capabilities Undetected
3/5Sector: OtherGeography: GlobalStage: DevelopIngested: —
Executive Summary
Standard AI benchmarks fail to test all model capabilities, leaving developers and deployers unaware of latent risks. Boards relying on benchmark results as safety assurance may be operating on materially incomplete evidence.
Domain
Governance & Compliance
Blindspots in accountability, regulatory compliance, ethics, risk management, data governance, and audit.
Source
MIT AI Risk Repository — Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems (Gipiškis2024) ↗https://airisk.mit.edu/
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