Xiaomi's HarnessX rewrites AI scaffolding mid-task

Xiaomi researchers introduced HarnessX, a framework that treats AI harnesses as composable objects and autonomously improves their code during task execution. Smaller models gain the most from this dynamic rewriting, which addresses the bottleneck of static, hand-crafted scaffolding that does not learn from execution data.