Reliability of AI-assisted literature reviews
How accurate are AI-assisted literature reviews — in citation accuracy, unsupported claims, and coverage — compared with manual reviews?
Inovexa Labs
At Inovexa Labs, our goal is to explore how artificial intelligence, scientific computing, and data-driven methods can support discovery. We aim to turn meaningful questions into testable ideas, guided by curiosity, collaboration, and a commitment to reproducible research.
How accurate are AI-assisted literature reviews — in citation accuracy, unsupported claims, and coverage — compared with manual reviews?
Can another researcher reproduce the results, and how often does generated code need correction before it runs correctly?
How do language models perform on publicly available scientific questions — in accuracy, calibrated uncertainty, and recurring reasoning errors?