Episode: 41 - Sonia Timberlake on Agentic AI for Biotech Coders episode artwork

EPISODE · Apr 28, 2026 · 34 MIN

Episode: 41 - Sonia Timberlake on Agentic AI for Biotech Coders

from Trends from the Trenches · host Bio-IT World

AI is now good enough to change how computational biology teams actually work, but most companies are still adopting it like it’s 2023. Sonia Timberlake, R&D strategy consultant for Timberlake & Maclsaac Biopharma Consulting, speaks with host Eleanor Howe about what’s real: agentic coding, high-throughput data workflows, and the practical limits that still slow teams down. Timberlake digs into benchmarks for capabilities and end-to-end tasks, as well as multimodal chart understanding, source verification, and where human review remains non-negotiable. The conversation also explores beyond AI to what biopharma risks missing, why novel targets still matter, and where investment interest is clustering right now. Plus, tune in to get a preview of Timberlake’s workshop at Bio-IT World Conference & Expo in Boston next month! If this helped you think more clearly about AI in drug development and computational biology, subscribe, share the show with a colleague, and leave a review so more builders can find the conversation. Links from this episode:  Workshop: AI Upskilling for Computational Biology Teams Bio-IT World BioTeam Diamond Age Data Science 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. 

Episode metadata supplied by the publisher feed · Published Apr 28, 2026

AI is now good enough to change how computational biology teams actually work, but most companies are still adopting it like it’s 2023. Sonia Timberlake, R&D strategy consultant for Timberlake & Maclsaac Biopharma Consulting, speaks with host Eleanor Howe about what’s real: agentic coding, high-throughput data workflows, and the practical limits that still slow teams down. Timberlake digs into benchmarks for capabilities and end-to-end tasks, as well as multimodal chart understanding,...

PodParley-generated summary based on available episode metadata and transcript content.

NOW PLAYING

Episode: 41 - Sonia Timberlake on Agentic AI for Biotech Coders

0:00 34:01

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

Frequently Asked Questions

How long is this episode of Trends from the Trenches?

This episode is 34 minutes long.

When was this Trends from the Trenches episode published?

This episode was published on April 28, 2026.

What is this episode about?

AI is now good enough to change how computational biology teams actually work, but most companies are still adopting it like it’s 2023. Sonia Timberlake, R&D strategy consultant for Timberlake & Maclsaac Biopharma Consulting, speaks with host...

Is there a transcript available for this episode?

Yes, a full transcript is available for this episode. You can read the complete transcript on the episode page.

Can I download this Trends from the Trenches episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.
URL copied to clipboard!