# Evaluating and improving AI agents for sequencing protocol understanding

**Published:** October 30, 2026
**Author:** Chi-Lam Poon, Michael Goneos, Zezheng Song, Xi Chen
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/evaluating-and-improving-ai-agents-for-sequencing-protocol-understanding

arXiv:2610.37851v1 Announce Type: new Abstract: Existing scientific-agent benchmarks rarely evaluate whether agents can reconstruct the exact molecular structures and generation workflows specified by sequencing protocols, a capability critical for analyzing customized…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.37851)

**Tags:** #arXiv

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