The biopharma industry may not have been the fastest adopter of artificial intelligence, but its vast potential means companies of every shape and size know they cannot ignore it. Executives, advisors and investors share their predictions around the impact of AI in 2023.

Public Company Edition: Structure Therapeutics’ upsized initial public offering raises $161.1m, surpassing proposed terms for up to $134.3m. Also, Pliant capitalizes on good data with a $287.5m follow-on offering, while Magenta seeks strategic alternatives and Instil reveals more job cuts.

The confluence of data science and molecular biology fuels expectations among biopharma industry leaders for another year of breakthrough innovation in human therapeutics. More than 70 executives and experts reveal what they are most excited about on the technology front.

Evopoint and Kaken also ring in the new year with multiple deals. Biocytogen licenses antibodies against a specified target derived from its RenMice platform technology to Hansoh Pharma.