What Happened
In the latest wave of papers from academic labs and industry research groups, three practical themes dominate: domain-grounded datasets and evaluation for high‑risk applications; algorithmic advances that reduce inference and training cost; and robustness/behavioral analyses exposing systematic failure modes. Key highlights:
Domain datasets and evaluation: physician‑validated multi‑turn clinical benchmarks and generation…
