AI driven Fully Autonomous Drug Development

Описание: NotebookLM: "These sources highlight a transformative shift in automated research, showcasing systems that independently execute the scientific method. The first source details the Isomorphic Labs Drug Design Engine (IsoDDE), a computational framework that significantly improves the prediction of biomolecular interactions and binding affinities. This engine excels in navigating novel chemical spaces, outperforming previous models like AlphaFold 3 in identifying ligand-binding pockets and modeling antibody-antigen interfaces. The second source introduces "The AI Scientist," a platform capable of managing the entire research cycle from idea generation to peer review for approximately $15 per paper. Together, these developments suggest a future where AI handles high-throughput discovery, potentially leading to an intelligence explosion in fields like machine learning and pharmacology. By automating specialized research tasks, these systems allow human scientists to focus on higher-level strategic innovation."

https://storage.googleapis.com/isomor...
   • The AI Scientist | Fully Automated Open-En...  
https://arxiv.org/html/2603.01654v1
https://arxiv.org/abs/2411.02109