From shamans to AI: why we crave simple answers

Throughout history, humans have looked for simple answers to difficult questions. We have always followed people or tools that promise to make sense of a chaotic world. From priests and shamans to modern artificial intelligence tools – the appeal of a clear answer is strong.

It is natural to want a single solution when you are facing a complex challenge. Whether you are shaping a charity’s digital strategy or trying to reach a new audience, the pressure to find a quick fix is high.

But the reality is that life is messy, and our work is complicated. There is rarely a single thing that will solve everything.

The danger of a simple answer

When someone offers a guaranteed fix, it is tempting to believe them. We want to trust the expert who speaks with absolute confidence. But this confidence can sometimes be a trap.

In 400 BC, Plato warned about people filling their minds with the “conceit of wisdom” rather than true understanding. Today, we see the same thing with people using AI tools to appear authoritative without understanding the subject. When answers come too easily, we risk skipping the hard work of thinking and listening.

This does not mean that big-picture thinkers are always wrong. There is real value in being able to zoom out and see the wider context. The danger lies in mistaking a broad vision for a detailed map.

How to spot snake oil

So how do we tell the difference between useful insight and an empty promise? It comes down to how we approach the problem. We need to build a culture that values asking the right questions over finding the quickest answer.

Here are fours ways to make sure you are not taken for a ride:

1. stay curious and ask how a solution applies to your specific context

2. apply critical thinking to test ideas against reality

3. consider what the person selling the idea has to gain

4. collaborate with others to expose blind spots and discover new perspectives

1. Stay curious

When presented with a simple solution, look for the gaps. Ask how it applies to your specific context and what the potential risks are. True experts welcome questions and are honest about the limits of their knowledge.

If someone gets defensive when you ask for details, that is a warning sign. Curiosity is your best defence against bad advice.

2. Apply critical thinking

You must take the time to test ideas against reality. Does this solution actually address the root cause of your problem? Or does it just treat the symptoms?

Critical thinking means accepting that the best way forward might be difficult and require careful planning. It means looking beyond the sales pitch and demanding evidence.

3. Consider what they have to gain

It is always worth looking at why someone is offering their advice. Ask yourself what the person selling a point of view has to gain by you following them.

Are they trying to sell you a specific software platform or a long consultancy package? Sometimes, the simple answer they offer is just a way to secure more work or gain followers on social media.

If their proposed solution relies entirely on buying their product, you should treat it with caution. A genuine partner will help you find the right path for your charity, even if it means they do not profit from it directly.

4. Collaborate with others

No single person has all the answers. The best way to avoid being duped is to get someone else’s take on things. When you share ideas with your team, you expose blind spots and discover new perspectives.

Complex problems need both the spark of extroverts and the careful thinking of introverts. Collaboration acts as a safety net, ensuring that one person’s bad idea does not become the organisation’s strategy.

Embracing the messiness

Navigating complex challenges is never easy. It requires patience, care and a willingness to accept that there are no perfect solutions.

By relying on curiosity, critical thinking and collaboration, you can protect your charity from empty promises. You can make decisions that are grounded in reality, rather than relying on the illusion of a simple fix.

If you are looking for a partner to help you think through complex digital or brand challenges without the snake oil, get in touch with us.