A method-first read of the three papers that evaluate well-packaged agents (TRACE, DeepHalluBench, TRAIL): the altitude that rewrites the score, the one that verifies claims, the one that changes the substrate. Series Part 2.
Starting from the high-score illusion where the top-accuracy model ranks last on utility, this piece lays out why evaluation is moving to process and maps the methods of seven papers. Series Part 1.
A method-first read of the three papers that evaluate well-packaged agents (TRACE, DeepHalluBench, TRAIL): the altitude that rewrites the score, the one that verifies claims, the one that changes the substrate. Series Part 2.
Starting from the high-score illusion where the top-accuracy model ranks last on utility, this piece lays out why evaluation is moving to process and maps the methods of seven papers. Series Part 1.