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AIR-Bench 2024

Test model refusals against risk categories drawn from regulations and company policies.

Checked Oct 22, 2026Stanford CRFM

Explore the original evidence

Explore the original evaluation, its methods, and reported findings.

Open eval

Coverage

5,694 prompts across 314 risk categories derived from government regulations and corporate policies.

Methodology

A model judge rates whether each response refuses or complies with a risky request; report refusal rates by category.

People & organizations

4

Sources

Original paper and author team