04:00
2026-07-15
arxiv.org
artificial-intelligence
SymbOmni: Evolving Agentic Omni Models via Symbolic Concept Learning
Researchers propose SymbOmni, an agentic omni-model that uses Symbolic Concept Learning to overcome the 'perpetual novice' problem in visual generation. The model outperforms existing agent-based and …