# Which 'AI Scientist' Fits Your Lab? A guide to choosing the right AI expert for your lab. - **Source:** [Nature](https://brifing.si/source/4d850c3b-dd79-4024-bc91-db2571889199) - **Published:** 2026-07-10 - **Topic:** [Data & AI](https://brifing.si/c/data-ai) - **Original article:** - **On Brifing:** https://brifing.si/s/501cd925-3f1e-4bee-9009-af42b58ac018 ## Choosing an AI Scientist Selecting the right AI scientist for your lab directly impacts the success of your projects. This guide will help you determine which expert is best suited for your needs. ## Lab Requirements Analyzing your lab's needs will help you identify which AI expert can meet those requirements. This ensures your projects progress more efficiently. ## Expertise Areas AI scientists have different areas of expertise. This guide will help you understand which expertise area aligns with your lab's needs. ## Technological Fit Choosing an AI scientist who is compatible with your lab's technologies will help your projects advance more quickly and effectively. ## Project Management The project management skills of an AI scientist directly impact the success of your lab's projects. This guide will help you evaluate these skills. ## Conclusion and Recommendations Selecting the right AI scientist enhances the success of your lab's projects. This guide provides recommendations to assist you in this process. ## Sources covering this story - https://www.nature.com/articles/d41586-026-02091-6 — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._