In drug discovery, interest in harnessing the power of AI ramped up significantly with breakthroughs like AlphaFold, where AI predicted protein structures with astounding accuracy. AI’s initial focus was analyzing existing data, with machine learning systems excelling at tasks like predicting new drug interactions, molecular behaviors, and even biological pathways, based on troves of experimental…
2024 forecast: Navigating new frontiers in pharma with AI, synthetic data, and strategic partnerships
In late 2022, we published a series of predictions, which, among other things, projected that 2023 would be a “massive showcase” for machine learning (ML) in drug discovery and development. And in many ways, 2023 was a pivotal year for AI in pharma. This evolution in AI and ML applications in pharma built upon the…
Eversana’s AWS alliance aims to cut red tape in pharma regulatory paperwork
In July, the life sciences services company Eversana revealed it was partnering with AWS to tap generative AI (gen AI) for pharma and other life science customers. It aimed to “pharmatize” gen AI, as the company put it then. Now, the company has revealed the first technology from that partnership – a regulatory review automation…
Nvidia-Genentech AI drug discovery alliance unites computing brawn with biological brains
Technically, graphics processing and AI hardware powerhouse Nvidia is also a drug discovery company. It may not discover drugs in-house, but it has developed BioNeMo, a comprehensive generative AI platform for drug discovery and Clara, a collection of healthcare frameworks, applications, and tools, including for biopharma. Nvidia partners include Amgen, AstraZeneca, GSK and Insilico Medicine.…
Visualizing automation’s influence on drug discovery careers
Today, the pharma sector, like many others, appears to be on the cusp of a transformation thanks to the influence of automation on drug discovery careers. Companies ranging from Insilico Medicine to Big Pharma firms like Janssen and Sanofi are putting AI at the heart of their operations. Many are increasingly recruiting workers from the…
Decoding the future of RNA vaccines with Aldevron’s Venkata Indurthi
From tackling the COVID-19 pandemic to paving the way for future global health challenges, RNA vaccines have rapidly gained attention in recent years. Researchers are already working to extend their capabilities for next-gen medicines. For example, scientists are working to create multivalent RNA formulations that can fight multiple virus variants. They are also exploring AI…