Confidence Trends with AI: What’s Actually Changing?
2 April 2026
AI is everywhere right now and most people have tried it at least once. But when you look a bit closer, usage isn’t as consistent as you might expect. Some people are using it every day, others are still unsure where it fits, or whether they should be using it at all. The gap we're seeing isn’t about access, it's about confidence.
The shift from curiosity to caution
Early on, AI was something people explored out of curiosity. It felt new, fast, and surprisingly useful. Now that initial excitement has settled, people are asking more practical questions:
- Can I trust the output?
- Is it safe to use for my work?
- Am I relying on it too much?
This shift is important. It shows AI is no longer just a novelty. It’s becoming part of how people think about getting work done. But confidence hasn’t caught up yet.
What confidence actually looks like
People who feel confident using AI tend to treat it as a tool, not a shortcut. They use it to:
- Draft ideas or structure content
- Speed up repetitive tasks
- Get a starting point when they’re stuck
But they don’t take everything at face value. They sense-check, edit, and stay in control of the final output. Confidence isn’t about using AI for everything. It’s about knowing where it adds value and where it doesn’t.
What’s holding people back
For those who aren’t using AI regularly, the reasons are usually the same:
- Uncertainty about what’s appropriate to use it for
- Concerns about accuracy
- Worry about sharing the wrong information
- Lack of clear guidance
Most people aren’t resistant. They just don’t want to get it wrong.
The role of habits
One of the biggest differences between confident and hesitant users is consistency. People who use AI regularly build a better understanding of what works. They learn how to ask better questions, what to expect in return, and where the limits are. Those who only use it occasionally don’t get that same level of familiarity, so the uncertainty stays. Confidence grows through use, not theory.
Where this is heading
We’re moving into a phase where AI isn’t just about capability, it’s about behaviour. The people who build confidence now will naturally get more value from it over time. Not because they’re experts, but because they’re comfortable using it as part of their workflow. At the same time, those who hold back may find the gap widening, not in skill, but in speed and ease.
Maple's thoughts
AI isn’t going away, but hesitation around it is still very real. The shift happening now is simple: from “What is this?” to “Can I trust it?”
At Maple, this is something we see every day. As a provider of IT support in London, we work with businesses that are keen to use AI, but want to do it in a way that’s secure and practical.
For most people, confidence comes down to one thing: Using AI regularly, within the right limits, so people understand both its value and its risks.
