Mozilla and IBM Research spotlight evaluation-driven AI guardrails for FAccT 2026
LChoshen · x · 2026-07-29
- The Evaluating Evaluations initiative says it has recently been featured by both IBM Research and Mozilla.
- Mozilla’s FAccT 2026 post argues that AI guardrails need the same level of scrutiny as models.
- The piece says the field is moving from static policies to context- and language-specific evaluations for real deployments, including agentic guardrails that can use tools like web search.
- It frames evaluation as the bridge between spotting harmful behavior and designing the guardrails that actually shape what users see.
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