Skip to article

How Do We Close the AI Fluency Gap?

I have a non-technical background.

By Jacqueline V. TwillieNovember 5, 20261 min readStrategic
Quick answer

The way that we close the AI fluency gap is by sharing what we learned with others.

Ask the question, and do not apologize for it

One, if you do have a question about the build, please ask the question. My only request is that you don't apologize for asking a question. Be comfortable asking that question.

Hear this at 3:27 in the recording.

Share what you learn

The second thing is if you find something useful and helpful, don't keep the information to yourself. That makes my day. No gatekeeping.

Hear this at 3:38 in the recording.

Over 300 people had joined by October 7

Over the summer, I started teaching a group of friends to build agents in one hour. Since then, over 300 people have joined me, and I am most excited to be with WAAI today for us to build our agents.

Hear this at 3:03 in the recording.

Where this comes from

Every sentence above is Jacqueline V. Twillie's own, spoken live with Women Applying AI on October 7, 2026. The headings, questions, timestamps and links are the only additions. Filler words are cut, and a passage that skips a few seconds starts at the timestamp shown.

Build Your First AI Agent in One Hour: the full build, with the clips, the prompts and the transcript.

Related reading: How to Build AI Fluency Without Burning Out, Leading in AI Without a Tech Degree, Agent Lab Impact Report: More Than 300 People Taught to Build AI Agents in Three Months.

Frequently asked questions

What is an AI agent?

An AI agent at the non-technical definition, think of it as a chat bot that you give instructions as well as access to certain systems, perhaps calendar, email, Slack, Salesforce, et cetera. So once an agent has access to instructions as well as systems, then they're able to complete the workflow for you.

Do you work for Gumloop?

I don't work for Gumloop. I found this tool over the summer through Lenny's podcast, and I started using it and have since made myself an ambassador for them. I've created a relationship with Gumloop.

The next step

Build something that actually runs your workflow.

A focused, free 60-minute live session with Jacqueline. You build alongside her, on your own real task, and leave with an AI agent that is already running.

More on Leadership for Mid-Career Professionals