GenerativeAI in coding: Tool, Teacher, or Trap?

3

October

2025

No ratings yet.

Like many people, I use AI as a tool to support me, and it’s an incredible resource if you want to learn how to code. It makes the programming world much more accessible, even for people with no prior experience. When you’re stuck or can’t find your mistake, AI can help you move forward. No more hours of endless searching on the internet just to find the right answer.

But there’s also a trap. The temptation to let AI write the code for you is very strong. And that’s the point where learning stops. I found that you no longer learn from your mistakes, you don’t build an understanding of the constructs, and over time you lose sight of what each part of the code really means. With small or simple examples this might still be manageable, but as soon as projects grow longer or the structures become more complex, your understanding starts to fade, leaving you back where you once began.

The real value of AI, at least in my experience, lies in using it as a mentor rather than as a substitute. Asking why something works, or letting it explain concepts in different ways, often gives you insights that a traditional tutorial cannot. When you take the time to debug with AI instead of copy-pasting a solution, you still gain the essential problem-solving skills. It becomes less about shortcuts and more about building a deeper foundation.

So where exactly is the turning point? At what moment does AI stop being a helpful assistant and instead become a barrier you need to overcome? Perhaps the answer depends on your own discipline: the moment you stop asking questions and start outsourcing your thinking, AI is no longer your ally but your crutch.

Please rate this

Augmented Reality in Firefighter Training: A Promising Start, But Is It Enough?

15

September

2025

5/5 (4)

The Nederlands Instituut Publieke Veiligheid (NIPV), is one of the first institutions to use AR in firefighter training. Using Apple’s AR headset, trainees can experience virtual flames, smoke, and environmental sounds projected into their real surroundings, without the risks of live fire. This makes training much safer and more eco-friendly, but also more cost-effective (Experimenten met Augmented Reality in Brandweeropleidingen – BrandweerNederland.nl, 2024). Imagine projecting a blaze into a classroom and practicing response tactics in real time. That’s a real game-changer for building awareness and tactical skills.

However, an important question is left: How safe is it really?

Although I haven’t used AR myself, it’s clear that virtual training can’t fully match real-life conditions. Fire is unpredictable, and so are the environments in which firefighters operate. The physical feeling of the heat so close to you, the pressure of a chaotic scene, and the emotional intensity are all elements that AR can’t yet replicate. That is why I think real-life training remains essential in later stages. AR is a great way to build foundational skills and awareness, but when it comes to preparing for the realities of firefighting, nothing beats the real thing.

On the sustainability front, AR offers a lot of advantages. It reduces the need for physical materials, minimizes travel, and lowers the environmental impact of traditional training setups. According to NXT Interactive (2024), AR aligns with global sustainability goals by cutting down on resource consumption and carbon emissions associated with conventional training methods.

But what do you think? Would you feel safe knowing your local firefighters are partly trained with AR? And where should we draw the line between innovation and realism?

References

Experimenten met Augmented Reality in brandweeropleidingen – BrandweerNederland.nl. (2024, 20 juni). BrandweerNederland.nl. https://www.brandweernederland.nl/nieuws/experimenten-met-augmented-reality-in -brandweeropleidingen/#:~:text=Het%20Nederlands%20Instituut%20Publieke%20Veiligheid,bent%2C%20een%20stuk%20realistischer%20dus.

NXT Interactive – Transforming Sustainable Training with Augmented Reality (AR). (2024, 31 december). NXT Interactive. https://www.nxtinteractive.sg/blog/transforming-sustainable-training-with-augmented-reality-%28ar%29

Please rate this