OrchOpt: Validation-Gated Architecture Search for Self-Organizing Multi-Agent Orchestration

A Dhanda, S A Niaki, Anish Acharya, B Verkhovsky

Conference on Language Modeling (COLM), 2026 · 2nd Workshop on Lifelong Agents: Learning, Aligning, and Evolving

Searches over multi-agent orchestration architectures and keeps a change only when it passes validation.