Papers
1–3 of 3Research Paper·Feb 12, 2026
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery
We present scPilot, the first systematic framework to practice omics-native reasoning: a large language model (LLM) converses in natural language while directly inspecting single-cell RNA-seq data and...
8.0 viability
Research Paper·Jan 29, 2026
BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics
This paper introduces BioAgent Bench, a benchmark dataset and an evaluation suite designed for measuring the performance and robustness of AI agents in common bioinformatics tasks. The benchmark conta...
7.0 viability
Research Paper·Mar 2, 2026
HarmonyCell: Automating Single-Cell Perturbation Modeling under Semantic and Distribution Shifts
Single-cell perturbation studies face dual heterogeneity bottlenecks: (i) semantic heterogeneity--identical biological concepts encoded under incompatible metadata schemas across datasets; and (ii) st...
7.0 viability