Making third-party auditing of frontier AI
effective and universal.

Our Vision

The AI Verification and Evaluation Research Institute (AVERI) is a 501(c)(3) nonprofit that aims to bring about a world in which the most powerful AI systems – and the companies that build them – are rigorously audited for safety and security by third parties. We believe this independent auditing layer is essential for enabling confident deployment of AI and managing critical risks from this increasingly powerful technology.

Recent Work

RESEARCH

Estimating near-verbatim extraction risk in language models with decoding-constrained beam search

We published a preprint on a new method for studying near-verbatim memorization in language models.

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POLICY & ADVOCACY

Frontier AI Auditing-Related Legislation in the US

We survey the current landscape, discuss challenges with audit requirements and pathways for addressing them, and make our first endorsement of specific legislation.

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Work With Us

Whether you're a researcher, policymaker, AI developer, we'd love to hear from you.