A read of DRIFT and TELBench, which drop to the claim level to flag the error spans that affect the answer. Finding harmful spans climbs past halfway, but the first error stalls around 20%. Series Part 4, the finale.
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 read of DRIFT and TELBench, which drop to the claim level to flag the error spans that affect the answer. Finding harmful spans climbs past halfway, but the first error stalls around 20%. Series Part 4, the finale.
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.