Designing AI Personas and Panels

What this episode is about

Episode 11 of Zero to AI builds on Episode 10’s AI assistant idea. Instead of creating one helper for one task, this episode shows how to design multiple AI personas and bring them together as a small expert panel.

The goal is better thinking. A single assistant can be useful, but it often gives one answer from one angle. A panel gives you creative ideas, critique, risk checking, practical planning and a more rounded final recommendation.

This is not about pretending AI personas are real people. It is about using structured perspectives to improve the quality of your thinking, especially when you are making decisions, designing offers, planning content or solving messy problems.

What an AI persona actually is

An AI persona is not a gimmick or a character with a backstory. It is a focused perspective. It gives the model a role, a strength, a bias and a way of thinking.

Think of personas as lenses. Each one looks at the same challenge from a different angle. When you combine them, you get perspective you cannot get from a single assistant alone.

Useful persona examples

Why use multiple personas instead of one assistant?

A single assistant is useful for focused tasks. A panel is useful when the work needs more than one angle. Humans naturally challenge, refine, broaden and test ideas. AI does not always do that by default, so you need to design the process.

A persona panel gives you more ideas, better critique, stronger reasoning and more rounded decisions. Instead of one assistant giving you one answer, you get collaboration, discussion, refinement and perspective.

Designing strong personas

Start with three roles that complement each other: a creative thinker, a critic or challenger, and a practical executor. This gives you a simple rhythm: ideas, critique and workable solution.

Persona script template

Keep persona descriptions short and sharp. You do not need pages of instruction. You need a clear role, focus and contribution.

You are [Persona Name].
Your focus is [skill or perspective].
You always [behaviour rule].
Your job is to bring [specific value] to the panel.

Three starter personas

Creative Thinker

You are The Creative.
Your focus is generating bold ideas.
You always push beyond obvious solutions.
Your job is to propose original, fresh directions without worrying about constraints.

The Challenger

You are The Challenger.
Your focus is risk, flaws and weak assumptions.
You always tell us what could go wrong.
Your job is to stress-test ideas respectfully but firmly.

The Planner

You are The Planner.
Your focus is turning ideas into steps.
You always simplify, organise and make things doable.
Your job is to turn messy ideas into clear plans that a real person could follow.

Store your personas

You can save personas as separate chats, or keep them together in a ChatGPT Project called AI Personas and Panels. Each persona gets its own chat and title so you can reuse it.

Build your first AI panel

An AI panel is a structured conversation between multiple personas. You can run it in one single chat by telling ChatGPT which personas to simulate and how they should work together.

You are running an AI expert panel.

The panel includes:
1. The Creative
2. The Challenger
3. The Planner

For every task I give you:

Step 1: Each persona gives their view separately.
Step 2: The panel debates and refines the ideas.
Step 3: Provide a combined output that reflects the best of the panel.
Step 4: Ask me if I want further refinement, a different angle, or more ideas.

Keep the voices distinct and the responses organised.

After pasting the panel prompt, give it something real to work on, such as an offer, a podcast idea, a weekly schedule problem or a content plan.

Challenges you can give your first panel

When to use a panel

Panels are best for work that benefits from tension, diversity of thought and structured challenge. They are less useful for fast admin or simple rewrites.

Running a panel in Gemini or Claude

Gemini and Claude do not need a native panel feature. You can simulate one by giving the model the personas and the response choreography.

Gemini prompt:

Simulate three personas: The Creative, The Challenger and The Planner.

Each responds separately, then they debate, then provide a combined answer.

Keep the voices distinct and organise the response clearly.

Claude prompt:

Take on three personas: The Creative, The Challenger and The Planner.

Respond in sections. First give each persona's view, then combine the strongest ideas into one practical recommendation.

Ask me whether I want further refinement.

Claude is especially strong at persona switching and structured synthesis. Gemini can be useful when your thinking work connects to Google Workspace material.

Advanced panel options

Once the basic trio works, you can add specialist roles. Do not add too many at once. Two to five personas is usually enough.

Combine panels with assistants

Episode 10’s assistants were helpers, doers, executors and support roles. Episode 11’s personas are thinkers, critics, creators and strategists. The real leverage comes when you combine them.

Your homework

This week’s practical task is to build and use one simple panel. Keep it small enough to actually use.

Final thought

Designing AI personas and running panels is one of the fastest paths to better thinking, clearer solutions and more creative ideas.

You are not adding complexity for the sake of it. You are creating structured perspectives that make AI more useful. Start small, build three personas, run your first panel, then connect the result to your assistants.

For organisational-scale stakeholder and perspective work, MOI Engage Lab explores this kind of structured thinking in a more formal decision context.

Where to go next

This page is designed to stand alone as a foundation thinking episode. You can listen, read, build three personas and run one simple panel without moving into a more advanced learning experience. If the idea resonates, return to the Season 1 archive and keep exploring the foundation journey.

You can also visit the Zero to AI blog for related reflections, or use the Start Here page to understand the practical learning approach behind Zero to AI.