Mechanistic Circuit Identification for Controllable Data Generation.

arXiv:2608.24065v2 Announce Type: replace-cross Abstract: While recent advances in data synthesis aim to curate high-quality datasets, most generation pipelines still rely on heuristic prompt-based control. This black-box paradigm provides limited insight into