dailyai.report

Opposing LLM agents often collapse into capitulation rather than competition when lacking shared goals. Researchers introduced the Experience Orchestrator, a governance layer using a Contextual Bandit to manage joint trajectories. Tested in financial simulations, this system prevents premature conversation termination. It provides a blueprint for maintaining tension in adversarial agent workflows.