Preprint
Oct 2026
The Trinity: Capability-Driven Recursive Self-Improvement for Multimodal Agents
Multimodal intelligence can be viewed as human-guided co-evolution between worlds and agents through interaction. However, scaling this process faces two bottlenecks: constructing heterogeneous, verifiable environments is costly, and manual Harness iteration cannot keep pace with growing task diversity and complexity....
Wei-Dong Tang, Rui-Heng Wang, Jing-Xuan Zhang et al.
· 2 citations