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Yu-Long Li

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#artificial intelligence Preprint Sep 2026

FlowState: Execution State as Memory for Long-Horizon LLM Agents

Long-horizon tasks require LLM agents to continually draw on information from earlier interactions. However, retaining the full history increases context costs, while compressing it risks losing details needed later, and the relevance of historical information often becomes apparent as the task progresses. To address t...

Ming-Hao Li, Bang-Yan Li, Zi-Fan Wang et al. · 0 citations
Jul 2026

Agentic Routing: The Harness-Native Data Flywheel

The report studies singleton and multi-model routing on agentic benchmarks including DRACO and PinchBench, and argues that agentic routing is not merely cost control, but a data engine for agent-native training.

Xinchen Liu, Hang Zhou, Ying-Jie Zong et al. · 1 citation · ⚡1

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