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cs.AI2026
From Monolithic Blending to Agentic Orchestration: Dynamic Response for Conversational Assistants at Scale
Cen Mia Zhao, Peng Wang, Chuan Shi +6
Conversational assistants can blend retrieval, action selection, escalation, and wording in a single model path, or separate those roles. We report a production migration of a cust…
cs.AI2026
Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments
Jie Wu, Zhenru Zhang, Beichen Zhang +11
As terminal-based code agents become prevalent, agent trajectories have accumulated at scale, while realistic, executable environments remain scarce. However, environments are what…