How much have AI applications learned, and how can one know their capabilities if they are being evaluated with an exam that is far too easy? In 2024, with the publication of the previous benchmark to measure AI performance, the field debated whether existing assessments would keep pace with the rapid progress of AI.

Google Deepmind is shedding light on the dark genome with its latest AI model, which is trained to decipher the 98% of DNA that does not code for proteins. Alphagenome is designed to predict how variants in the regulatory genome exert their effects on the expression of the genes they control.

Depending on who you ask, AI will take over the world and save it; or ruin it. Certainly, it is changing it. Science magazine dedicated its first editorial of 2026 to AI. Despite its title – “Resisting AI slop“ – editor-in-chief Holden Thorp gave the sort of nuanced review that is typical of him. “Like many tools, AI will allow the scientific community to do more if it picks the right ways to use it,” he wrote. “The community needs to be careful and not be swept up by the hype surrounding every AI product.”

Insilico Medicine Cayman Topco has announced a multiyear research and development collaboration with Laboratoires Servier SAS focused on identifying and developing novel therapeutics for challenging targets in oncology by leveraging Insilico’s proprietary AI platform, Pharma.AI.

Bayosthiti AI Pvt Ltd. aims to make RNA sequencing and AI-based preventive health care affordable and accessible for the Indian market, leveraging intellectual property from its parent company, Biostate AI Inc.

Things once done in laboratories can now be done with computers and AI, said Kim Woo-youn, CEO and cofounder of Hits Inc. “We live in the age of ‘digital alchemy,’” Kim told BioWorld, describing how AI is shifting some drug discovery processes from physical to virtual spaces.

AI Proteins Inc. has closed a $41.5 million series A financing round to accelerate AI-driven design and development of purpose-built miniprotein medicines across therapeutic applications.

Harbour Biomed is stepping up its antibody discovery process by using AI to develop innovative therapeutics. “We have done great through the traditional way of generating leads and designing molecules, but there’s a major gap as some therapeutics cannot reach the desired location or common targets,” Harbour Biomed founder, chairman and CEO Jingsong Wang told BioWorld.

South Korean researchers led by Lee In-suk of Yonsei University have reported the most complete oral microbiome catalog to date, with more than 72,000 genomes. Detailed in Cell Host & Microbe on Nov. 12, 2025, the database is expected to serve as a universal platform for academia and enable “precision microbiome medicine” for the industry, Lee told BioWorld.

GSK plc and the Fleming Initiative have announced six major new research programs to find new ways to slow the progress of antimicrobial resistance (AMR). The Fleming Initiative is a collaboration established by Imperial College London and Imperial College Healthcare NHS Trust to help tackle AMR. Each of the new programs will begin by early next year and are fully funded for 3 years.