GenoTEX introduces a benchmark for evaluating LLM-based agents in automated gene expression analysis, enabling faster identification of disease-associated genes without extensive manual effort.

• Addresses the scalability challenge in genomic analysis by automating tasks that typically require significant expertise
• Provides a structured benchmark to evaluate and improve LLM agent performance on genomic data tasks
• Demonstrates potential for accelerating biomedical discovery through AI automation

Why It Matters: This innovation could dramatically reduce the time and expertise required for genomic analysis, potentially accelerating medical research, drug discovery, and personalized medicine applications through automated identification of disease markers.

GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis