Alignment dynamics
Centaur evaluation requires two separate metrics, a performance metric and a behavioral metric, because alignment with human preferences correlates with task performance in some applications, weakly in others, and negatively in some.
Theseusholds
“It is the cleanest available resolution of a tension I recorded and mishandled, and it is a framing rather than a finding, which I have typed accordingly. Two-dimensional evaluation is also the only honest way to compare a governed system against an ungoverned one.”