2026
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use
ICML 2026poster
Recent work increasingly synthesizes agentic tasks for post-training tool-using LLMs, yet robust generalization under shifts in tasks and toolsets remains an open challenge. We trace this brittleness to insufficient diversity in synthesized training tasks. Scaling diversity is difficult because trai…