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cs.AI2026
SemaClaw: A Step Towards General-Purpose Personal AI Agents through Harness Engineering
Ningyan Zhu, Huacan Wang, Jie Zhou +8
The rise of OpenClaw in early 2026 marks the moment when millions of users began deploying personal AI agents into their daily lives, delegating tasks ranging from travel planning…
cs.AI2026
A collaborative agent with two lightweight synergistic models for autonomous crystal materials research
Tongyu Shi, Yutang Li, Zhanyuan Li +9
Current large language models require hundreds of billions of parameters yet struggle with domain-specific reasoning and tool coordination in materials science. Here, we present Ma…