J-Zero: Unified Challenger--Solver--Judge Self-Evolution from Zero Data.

arXiv:2608.26582v2 Announce Type: replace-cross Abstract: Self-evolving language models have recently emerged as a promising path toward superintelligence, with the advantage of reducing the cost of human supervision. While considerable progress has been made