The PharosBio blog
Plain-English guides to R&D data infrastructure: lab informatics, the systems that run modern laboratories, and the autonomous analysis layer emerging on top of them.
- AI for research
Best AI tools for scientists
Chatbots, literature AI, coding agents, research agents: what each tier of the 2026 AI toolkit actually does for a lab, and where validated data analysis comes from.
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LIMS vs ELN vs SDMS vs LES
What each lab informatics system actually does, how the categories blur in practice, and where the software landscape still fails on data analysis.
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