Episode: 43 - The Hard Truth about Digital R&D: Patterns, Pitfalls, and the Next Wave of Innovation

At last month’s Bio-IT World Conference & Expo, Eleanor Howe, founder and CEO of Diamond Age Data Science, presented the Trends with the Trenches session based on gathered input from colleagues, clients, and advisors across the life sciences field. Coding agents were the central topic—how they’re speeding up software development, open source maintenance, and analysis workflows while also shifting new types of responsibility to the human reviewer. Now, “just coding” is no longer enough, and Howe provides advice for early-career scientists on how to get hired in a different environment. Plus, she covers why simulating data can backfire, why smaller purpose-built models often win, and why better data curation, active learning, ELN automation, and federation may matter more than another flashy model demo.  Links from this episode:   Bio-IT World Conference & Expo (https://www.bio-itworldexpo.com/) Bio-IT World (https://www.bio-itworld.com/) BioTeam (https://bioteam.net/) Diamond Age Data Science (https://diamondage.com/)   Bio-IT World’s Trends from the Trenches podcast delivers your insider’s look at the science, technology, and executive trends driving the life sciences through conversations with industry leaders.