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Open access Sep 2026

Chlorpyrifos and its metabolite 3,5,6-trichloro-2-pyridinol elicit MASLD-related lipid metabolic perturbations in HepG2 cells.

Metabolic dysfunction-associated steatotic liver disease (MASLD) has been increasingly linked to environmental chemical exposure, yet the metabolic consequences of pesticide parent-metabolite co-exposure remain poorly understood. HepG2 cells were exposed for 48 h to chlorpyrifos (CPF, 10 mg/L), its major metabolite 3,5...

Qing-Yang Li, Wei Zhu, Xiao-Meng Han et al. · 0 citations
#artificial intelligence Preprint Sep 2026

GLIDE: Generalized Layer-wise Intrinsic Distributional Evaluation for Heterogeneous LLM Agents

LLM agents require reliable step-level evaluation to compare candidate branches and allocate computation effectively. However, lightweight evaluation remains challenging. External verifiers introduce additional inference cost, while agent-produced confidence or self-evaluation scores can be miscalibrated, especially wh...

Wei Zhu, Yiming Wang, Rui Wang et al. · 0 citations

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