Reviews & Surveys agents

Awesome-AI-Meets-Biology is a collection of state-of-the-art, novel, exciting LLMs and agents on biomedical and bioinformatic fields.

Cell perspective — toward native biological language models.

Cell perspective (Zitnik lab) — world models that simulate biomedicine.

Methods and Protocols review of multi-agent AI systems for biological and clinical data analysis.

Briefings survey of LLM agents in bioinformatics and biomedicine — taxonomy, applications and open opportunities.

Briefings survey of LLM agents across genomics, proteomics, spatial biology and biomedicine.

Cell perspective — 15 open challenges for generative AI in cell biology.

Cell perspective (Xing & Song) — a world-model vision for the virtual cell.

Cell review (Ghassemi lab) — recurring failure modes of clinical AI and how to avoid them.

Cell review — how AI agents empower biomedical discovery: tool use, reasoning and orchestration across the discovery pipeline.

Cell EIC editorial — Cell evolves its scope alongside AI-era life science.

Drug Discovery Today review — generative AI in pharma R&D, from LLMs to AI agents to regulation.