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 generate LinkedIn networking target lists. Easily adaptable for job seekers tracking companies and building connections before roles are posted.
PDF & Document Knowledge Base: Store all your protocols, papers, and references in Notion or NotebookLM (free with a Google account). Query across everything, generate slide decks, outlines, and even a podcast-style audio conversation about your documents.
Use AI to Learn AI: Grab a YouTube transcript (free Chrome extensions can do this), paste it into your LLM, and ask it to teach you anything mentioned in the episode. Start with what you don't know. It'll find resources, explain concepts, and meet you at your level.
Diplomatic Reply Drafting: Voice dump your real (snarky) frustration using Wispr Flow, then ask your LLM to translate it into a professional, diplomatic reply. Therapeutic and practical.
Clarifying Your Own Story: If you're flustered, anxious, or telling a tangled story (career situation, job search frustration), brain dump via Wispr Flow and ask your LLM to help you find the clear, linear through-line before bringing it to coaching or a conversation.

Grammarly: Free AI Writing Assistance - Free (and paid) writing assistant. Non-negotiable for job seekers. Every communication is part of your interview.
Fathom AI Notetaker - Never Take Notes Again - Robust free AI note taker for Zoom, Meet, and Teams meetings.
NotebookLM - Free Google tool for uploading PDFs, websites, and documents; query across them, generate podcasts, outlines, and slide decks.
cheiron - AI-powered literature review and science knowledge platform built for biotech.
Meet your AI team | Notion - All-in-one workspace with built-in AI, agents, and note taking. Try a free Business trial (includes Notion AI). ~$24/month after trial.
Wispr Flow - Dictation tool that works in any text box, anywhere on your computer. Formats, corrects, and organizes as you speak. Life-changing.

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00:00 Why scientists resist AI and what happens when they finally try it

02:30 How Heather became the go-to AI resource for her lab and her network