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Stephen Casper

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Preprint Sep 2026

Embedded Assessments for Frontier AI

Third-party evaluations for frontier AI have mostly tested models through external interfaces before deployment. But the risks from frontier AI models depend on how their developers use and govern them internally. Recently, CEOs of frontier AI companies have committed to hosting embedded assessments. These assessments...

Jacob Charnock, Sophie Williams, Zaheed Kara et al. · 0 citations
Jul 2026

Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack

This report argues that affirmative AI coverage with limits in the billions is achievable by 2030, but only with industry-wide coordination, and lays out an eight-component AI insurance stack spanning incident data collection, catastrophe modeling, standards, contract design, risk selection, pricing, monitoring, and cl...

Cristian Trout, Sanmi Koyejo, S. Romanosky et al. · 0 citations

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