Practical Use of Advanced AI Frameworks on Real-Life Scientific Problems: Three Case Studies
Halime Sadiye Alagoz Gulluoglu, Jibin Baby, Kirti Mahesh Bagul, Bhuvan Reddy Basangari, Sai Akash Bathini, Nikhil Kumar Reddy Chalamalla, Jude Dcunha, Om Gupta, L Huang, Xutong Jiang, Yashas Rajanna Naidu, Gokul Sathishkumar, Mayank Sehrawat, Sravana Lakshmi Thota, Dheeraj Thuvara, , Anton V. Sinitskiy
This paper evaluates agentic AI systems on three scientific tasks, finding that human-led AI-assisted work outperforms autonomous systems, with one AI matching human performance in property prediction.
bioRxiv · Jun 29, 2026 · PreprintBioinformatics