Author

Zixuan Chen

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#artificial intelligence Preprint Oct 2026

Glasseek: A Transparent Recipe for Training and Trustworthy Evaluation of DeepSearch Agents

Deep search enables language agents to solve complex information-seeking tasks through iterative web exploration. However, developing robust open-source agents remains challenging for three reasons. First, opaque trajectory-construction pipelines make training data difficult to audit and reproduce. Second, context comp...

Cong Pang, Jia-Qi Su, Cheng-Rui Wu et al. · 0 citations

#natural language process... Preprint Aug 2026

When History Is Multimodal: Rethinking Context Management for Long-Horizon Agents

VERA (Visual Evidence-Retaining strategy for long-horizon Agents), a training-free context manager built on deterministic rendering with no exposed memory operations, supporting a modality-preserving view of long-horizon context management.

Jiang-Feng Su, Cong Pang, Jiawei Hong et al. · 1 citation