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cs.AI2026
When Does Personality Composition Matter for Multi-Agent LLM Teams?
Aryan Keluskar, Amrita Bhattacharjee, Huan Liu
Personality prompting shapes how large language models communicate, yet whether these behavioral shifts affect objective task outcomes remains under-explored. Prior work shows that…
cs.AI2026
AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem
Rui Liu, Tao Zhe, Dongjie Wang +5
The rapid emergence of open-source, locally hosted intelligent agents marks a critical inflection point in human-computer interaction. Systems such as OpenClaw demonstrate that Lar…