Researcher Urges Care for AI Agents Before ICLR Deadline

Ravid Shwartz-Ziv, Assistant Professor at NYU’s Center for Data Science, posted the advice on X. The message frames large language models as agents that risk hitting rate limits near the ICLR submission cutoff. It recommends giving them rest, a fresh context window, and an upgrade to a higher tier. The post appears among other academic users discussing preparation for the same deadline.