Melissa D. Ellison
I build small AI tools that have to prove they work — fail-closed evaluators, self-testing instruments, honesty benchmarks. Risk professional by day. I distrust confident numbers, including my own.
I build small AI tools that have to prove they work — fail-closed evaluators, self-testing instruments, honesty benchmarks. Risk professional by day. I distrust confident numbers, including my own.