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cs.AI2026
Weighted Memory Tree: Remembering What Matters for Long-Horizon LLM Agents
Quang Dao, Purvi Kathalkar, Kenneth Eaton
Large language model (LLM) agents have demonstrated the ability to solve multi-step tasks requiring planning, tool use, and external information access, yet growing execution histo…
cs.AI2026
Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents
Hy Dang, Quang Dao, Meng Jiang
Tool-integrated LLMs retrieve information, perform computations, and take real-world actions, but their reliability depends on both tool-use accuracy and intrinsic tool accuracy, i…