What mental models help professionals thrive with AI?

Quick Answer: Ten mental models: embrace collaboration, adopt growth mindset, develop data-informed decisions, focus on value-added tasks, cultivate curiosity, foster experimentation, prioritize ethics, apply systems thinking, embrace human-centered AI, and develop storytelling skills. The most powerful question: "I wonder if AI can help me do XYZ."

Key Characteristics:
  • The future isn't choosing between human and AI—it's ensuring human agency grows stronger as AI grows
  • Curiosity-first approach: "I wonder if AI can help me do XYZ"
  • Focus on value-added tasks that require human judgment
  • Systems thinking helps understand AI's broader impacts
Real Example:

When ChatGPT first launched, Riley Coleman experimented daily and encouraged their team to do the same. Initially the outputs were not good enough to use, but by constantly questioning what AI could help with and asking 'I wonder if AI can help me do XYZ,' they built new mental models that enabled better prompts and better outcomes. This curiosity-first approach became the most powerful practice for continuous learning with AI.

Mindset

10 Mental Models for Effective AI Use

Mental frameworks for individuals and organizations to thrive in AI-enhanced workplaces while maintaining human agency.

Riley ColemanRiley Coleman
September 05, 2024·7 min read

Why?

We’re at a pivotal moment – AI will revolutionise humanity. Decisions we all make will impact in what ways it does.

My concern is that not many people in product-tech companies know about AI Ethical principles or how to implement them with their latest AI features, marketing campaigns or customer service interactions.

AI’s core tech may seem neutral, but our choices shape its impact. AI’s impact hinges on our choices. Choice of training data shapes its knowledge. How thoroughly we test it. What deployment safeguards we put in place. How transparent we make AI’s decision making. Together, these factors impact our AI experiences.

Good people in digital teams making uninformed decisions can lead to unintended consequences. I am on a mission to help bring awareness and a human touch to a world of AI and help people adapt to an ethical AI enhanced way of working.

I hope to make learning to adapt to Ethical AI enhanced ways of working more approachable.

So lets get jump in ah!?

Why Mindset Matters

Imagine you’re on holiday and walking into a new supermarket for the first time to pick up some supplies. As you step through the sliding doors, you’re greeted not by the familiar sights and sounds of your usual grocery store, but with a dazzling array of unfamiliar product brands, arranged in a layout that seems almost alien.

Supermarket Shelves

At first, you might feel a sense of disorientation, even frustration. Your tried-and-true strategies for navigating the aisles, to find your favourite brands and best deals, suddenly seem useless. But then, something shifts and you remember how important mental models are. You pause and decided to shift to a new strategy for an unknown adventure – simply going down each aisle with curiosity. Frustration lifts and you start to find what you need.

Just as the iPhone revolutionised the way we interact with technology and each other, the rise of AI is poised to transform every aspect of our lives, from the way we work and create to the way we shop and live. And just as those early iPhone adopters had to learn new ways of thinking and interacting, so too must we adapt our mental models to thrive in this new era.

With the accelerated speed of change and innovation; your ability to thriving in an AI-enhanced workplace will depend on your ability to adapt, to explore and to discover new possibilities at every turn. It will require a mindset that is more curious, creative, and unafraid of change.

It’s not about becoming more machine-like, but about becoming more deeply, more authentically human. It’s about harnessing the power of AI to amplify our creativity, our empathy, our strategic thinking—the very qualities that make us unique.

Having the right mindset

10 Mental Models Critical for Adapting to AI Effectively

  1. Embrace collaboration with AI
  2. Create a powerful synergy that drives innovation and efficiency to new heights. Unleash your potential by leverage each others strengths to balance out weaknesses.
  3. Adopt a growth mindset
  4. In a world of accelerated change, your greatest asset is a mind that’s open to growth, eager to learn, and ready to adapt.
  5. Develop data-informed decision making Embrace the power of data to make decisions that more informed but don’t forget human ethics and empathy in all those decisions.
  6. Focus on value-added tasks
  7. In the age of AI, your true value lies in the uniquely human skills that machines cannot replicate. Focus on these to make your mark.
  8. Cultivate curiosity and adaptability
  9. Cultivate a mindset that is endlessly curious, adaptable, and unafraid of the unknown. It is the key to thriving in a rapidly changing world.
  10. Foster a culture of experimentation
  11. Embrace experimentation as the path to innovation. Embrace feedback loops in every interaction – Test, learn, and iterate relentlessly, knowing that each failure brings you closer to success.
  12. Prioritise ethical considerations
  13. As we push the boundaries of what’s possible with AI, let us never lose sight of our ethical compass. It is our responsibility to use this powerful technology for the greater good.
  14. Apply systems thinking
  15. To truly harness the power of AI, we must think in systems, not silos. Connect the dots, anticipate the ripple effects, and always keep the big picture in mind.
  16. Embrace human-centered AI
  17. The role of AI is to enhance the human experience, so ensure there is appropriate transparency, controls & human oversight baked into your product experiences.
  18. Develop storytelling and communication skills
  19. Since cavemen, we have been storytellers and its time to reignite that. Being able to clearly articulate outcomes help inspire, each other as well as help prompt AI systems effectively.

Putting Mental Models Into Practice

Let’s bring these mental models to life with a concrete example. My favourite is to start with Cultivate Curiosity, its simple and will unlock so much else for you.

When ChatGPT was first launched, I was experimenting everyday and encouraging my team to do that same; at first it’s outputs weren’t good enough to use, but by trying to work out what it was good at, what it’s limitations were and constantly questioning what we could use it for.

We were learning and building new mental models that enable us to craft better prompts and get better outcomes.

So every time i started a new task i wondered to myself “I wonder if AI can help me do XYZ”

This is by far the most powerful question you can ask yourself, over and over again as you go about your work.

Is there an AI for that?

Check out Future Tools

https://www.futuretools.io/

Remember Steve Jobs said “stay hungry, stay foolish” constantly testing and iterating with different AI systems is the ONLY way you will learn.

Key Takeaways

  1. New mental models are needed thriving in an AI-driven world. They provide the frameworks we need to process information, solve problems, and make decisions in a rapidly changing landscape.
  2. AI is not a replacement for human skills, but rather a tool to augment and amplify them. By focusing on uniquely human skills like creativity, empathy, and strategic thinking, we can harness the power of AI to create more value than ever before.
  3. Adopting a growth mindset, prioritising ethical considerations, and embracing experimentation are all critical for success in the age of AI.

Wrap-up: Today AI is something I approach with cautious optimism, not fear. I am constantly learning and looking for opportunities to reimagine what’s possible. By cultivating the right mental models and mindset, we can not only adapt to this new world, but thrive in it. So let’s embrace the change, let’s unleash our creativity, and let’s build a future that’s smarter, more innovative, and more human than ever before.

RC

Written by

Riley Coleman

Founder, AI Flywheel

Riley helps design leaders build trustworthy AI experiences. They have trained 304+ designers and led 7 cohorts of the Trustworthy AI programme.

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Frequently Asked Questions

What is the most powerful question to ask yourself when working with AI?

According to the article, the most powerful question is 'I wonder if AI can help me do XYZ.' Asking this repeatedly as you start each new task builds a curiosity-first mindset that unlocks experimentation and continuous learning with AI tools.

Why does mindset matter more than technical skill for AI adoption?

Just as navigating an unfamiliar supermarket requires shifting strategy rather than giving up, thriving with AI demands adaptability, curiosity, and openness to change. The article argues it is not about becoming more machine-like but about becoming more authentically human, amplifying creativity, empathy, and strategic thinking.

How do you balance AI collaboration with ethical considerations?

The article identifies prioritising ethical considerations as one of the ten critical mental models. It stresses using data-informed decision making while never forgetting human ethics and empathy, and embracing human-centred AI with appropriate transparency, controls, and human oversight baked into product experiences.

What role does systems thinking play in AI adoption?

Systems thinking is one of the ten mental models for effective AI use. The article argues that to truly harness AI, professionals must think in systems rather than silos, connecting the dots, anticipating ripple effects, and keeping the broader picture in mind rather than focusing on isolated tasks.