# ClinLens Benchmark Pushes Coding Agents Toward Long-Horizon Clinical Data Science

The benchmark targets agents that turn heterogeneous longitudinal patient records into auditable analyses, a task existing medical evaluations mostly avoid.

- Published: 2026-07-31T05:48:01.029Z
- Canonical: https://polylog.news/ai/2026-07-31/clinlens-benchmark-pushes-coding-agents-toward-long-horizon
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [arXiv (cs.AI)](https://arxiv.org/abs/2607.26155)

A new benchmark takes coding agents into clinical data science, a domain where the work is less about answering a medical question and more about building a defensible analysis from messy records. ClinLens targets long-horizon agents that m…

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