How Bench Scientists Are Getting Ahead With AI

You keep hearing about AI, but nobody is telling you how it actually fits into a biotech career or a job search. That changes today.

In this episode, Carina sits down with Heather Karner, a bench scientist with a background in RNA biology who works alongside machine learning researchers in the Bay Area. Heather is actively job searching and has quietly become the go-to AI resource for her lab and her network, not because she is a tech expert, but because she started experimenting and never stopped.

Together they share the exact AI use cases they are running right now: a personalized daily brief that flagged Gilead and Eli Lilly RNA acquisitions before they hit LinkedIn, a literature review workflow built for scientists, how to use AI as a tireless teacher for coding and lab protocols, AI note taking that surfaced 10 action items from a 10-minute meeting, and how to turn a rambling brain dump into a clear, professional message.

🤖 Use Cases Covered in This Episode

Heather's Use Cases:

Personalized Daily Brief: Build a morning brief agent in Notion (using Claude Sonnet) that scans for job search signals: funding announcements, acquisitions, clinical trial updates, and new papers in your area of interest. Heather's brief flagged Gilead and Eli Lilly RNA-related acquisitions and a new AlphaFold Nature paper before it hit LinkedIn.Literature Review & Knowledge Management: Tools like Cheiron can do literature reviews, rank journals, and summarize papers in a clean interface built for biotech. Pair with Notion or NotebookLM for ongoing knowledge management.AI as a Tireless Teacher: Use your LLM to learn new things (coding, GitHub, lab protocols) without frustrating a real colleague. Ask it to do a session handoff when the context window gets long. Just ask your LLM to write a handoff prompt, paste it into a new chat, and keep going.AI Note Taking: Heather uses Notion's built-in AI note taker. After a 10-minute meeting, it surfaced 10 action items she had forgotten. Game changer for staying present and accountable.Brainstorming & Communication Clarity: Have your LLM critique your writing, don't just ask if it's good. Prompt it to assess from a specific perspective (e.g., "You are an editor at Cell..."). Great for cross-functional communication and helping scientists write for non-science audiences.

Carina's Use Cases:

Business Development / Job Search Brief: Similar to Heather's daily brief, but built on OpenClaw (advanced setup) to track funding announcements and