Compute Verification
Industry leaders and experts are calling on governments to slow down the development of frontier AI, but the technology needed to do so doesn't exist. We are here to build it.
For any international agreement on AI to work, countries need to be able to check that others are keeping to it. Verification mechanisms that account for and evaluate the use of AI compute in a privacy-preserving manner can make such an agreement possible.
- Structured introduction to compute verification
- Regular reading group
- Research projects on open problems
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Through a structured introduction to compute verification and a regular reading group, we will learn about these mechanisms and identify where further work is needed, so that we can conduct research projects and contribute to it ourselves.
Compute is one of the few inputs to frontier AI that is physical, concentrated and countable, which is what makes it a promising lever for international agreements. The open questions are technical as much as political: how do you prove what a cluster was used for without exposing the model or the data?
Source: pacingthefrontier.com