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@ -151,14 +151,15 @@ against 0.655 for the Charlson index. The calculator is deployed.
## The question ## The question
::: {.work-thesis} ::: {.work-thesis}
How do you establish trustworthy claims about an AI system when the system, the Those four are one problem approached from different sides. Cryptography works
operator, and the evaluator may each be untrusted? from below, certifying properties of a computation without trusting the party
that ran it. Evaluations work from above, measuring what a model actually does
under conditions you control. Formal methods supply the machinery for checking a
claim without trusting its author.
Cryptography attacks this from below, certifying properties of a computation The question underneath all of it: how do you establish trustworthy claims about
without trusting the party who ran it. Evaluations attack it from above, an AI system when the system, the operator, and the evaluator may each be
measuring what a model actually does under conditions you control. Formal untrusted?
methods supply the machinery for checking a claim without trusting its author.
The four projects above are attempts on different faces of the same problem.
::: :::
## More work ## More work