Beyond the Hype: What Communities Actually Need Before They Need AI

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Everywhere you look, the message is the same. Artificial intelligence (AI) will transform education. It will revolutionise healthcare. It will lift communities out of poverty and unlock opportunity for all.

Much of this is true. AI is one of the most powerful technologies of our generation, and its potential to support development is real.

But there is a quieter truth that rarely makes the headlines. For millions of people around the world, the conversation about AI arrives before the basics are even in place. Before reliable electricity. Before affordable internet. Before a device to log in with, or the skills to use it safely.

You cannot benefit from an intelligent tool you cannot reach.

At Action Lab for Development (ACTLAB), we are enthusiastic about the possibilities of AI. But we also believe that real, lasting progress begins with honesty about where communities actually are, and what they genuinely need first.

So let us look beyond the hype.

The Uncomfortable Numbers

The digital picture is improving, but the gaps remain wide.

According to the International Telecommunication Union (ITU), around 6 billion people — roughly three-quarters of the world’s population — now use the internet. That is genuine progress worth celebrating.

Yet approximately 2.2 billion people remain offline, and the vast majority of them live in low- and middle-income countries.

The disparities are stark:

  • Internet use reaches 94% in high-income countries, but just 23% in low-income countries.
  • 85% of urban populations are connected, compared with 58% in rural areas.
  • A gender gap persists, with roughly 280 million more men than women online.
  • Access remains unaffordable in around 60% of low- and middle-income countries.

In other words, before we ask whether a community can use AI, we must first ask whether it can even get online, afford to stay there, and use that access safely.

This is not a reason for pessimism. It is a reason for focus.

What Communities Actually Need First

Sustainable development does not begin with the newest tool. It begins with strong foundations. Here is what genuinely comes before AI.

1. Reliable connectivity and power

None of the promise of AI matters without the basics that carry it. Stable electricity and affordable, reliable internet are the ground floor of the digital world.

For many communities, intermittent power and costly data are the real barriers, not a lack of interest in technology. Strengthening this infrastructure is the first and most important investment.

2. Access to devices

A tool is only useful to those who can hold it.

Where a single phone is shared among an entire family, or where devices are simply out of financial reach, digital opportunity stays locked away. Widening access to affordable devices is a precondition for everything that follows.

3. Digital literacy

Connection is not the same as capability.

The ITU notes that while many people now have basic digital skills, more advanced abilities — online safety, problem-solving, and creating digital content — are spreading far more slowly. Without these skills, people can go online but struggle to benefit, and become more vulnerable to scams, misinformation, and exploitation.

This is where education changes everything. Digital literacy turns access into genuine opportunity.

4. Trust and safety

Technology only helps people who feel safe using it.

Concerns about privacy, fraud, and online harm are not irrational. They are reasonable responses to real risks. Building trust — through education, protection, and transparency — is essential before any community can embrace new tools with confidence.

5. Local relevance and language

Too often, digital tools are built for other places, in other languages, for other realities.

A service that does not reflect local needs, local context, or local languages will struggle to take root, no matter how advanced it is. Technology must meet communities where they are, not expect them to travel to it.

6. Foundational education and opportunity

Finally, digital progress cannot outpace human development.

Literacy, numeracy, and economic opportunity are the soil in which digital skills grow. Where these foundations are strong, technology accelerates progress. Where they are weak, no app can substitute for them.

Why This Matters for AI

Here is the point that ties it all together.

When AI is layered on top of strong foundations, it can be extraordinary. It can help a well-trained teacher personalise lessons, support a connected entrepreneur with market research, or extend the reach of a functioning health system.

But when AI is introduced without those foundations, it does not close gaps. It widens them.

The World Bank has warned that, without intentional effort, digital technologies can deepen inequality rather than reduce it. The United Nations Development Programme has similarly cautioned that unmanaged AI adoption risks creating new divides between and within societies.

The lesson is not that communities do not need AI. It is that they need the foundations first, so that when AI arrives, it lifts everyone rather than only those already ahead.

Progress is a staircase, not a leap.

Where Ethics Comes In

This is not only a question of infrastructure. It is a question of values.

Introducing powerful technology into a community carries responsibility. The important question is not simply can we deploy AI here? It is should we, in what way, and who will it truly serve?

Asking those questions is how innovation stays honest.

This is why ACTLAB created MoralityCode AI, a platform that helps individuals, educators, and entrepreneurs think ethically as they engage with artificial intelligence. Rather than rushing toward what is new, it encourages a pause for reflection:

  • Is this fair to everyone it affects?
  • Does it respect the dignity of this community?
  • Who benefits from this decision, and who might be left behind?
  • Could there be unintended consequences?

These are exactly the questions that keep development grounded in real human needs, rather than driven by hype.

You can explore this approach through the MoralityCode AI platform, available free in all major app stores.

Building From the Ground Up

None of this means slowing down. It means building in the right order.

Connect communities. Make access affordable. Teach digital skills. Earn trust. Respect local realities. Strengthen education. And then, on that solid ground, let AI do what it does best — amplify human potential that is already prepared to grow.

At Action Lab for Development, we remain committed to exactly this kind of progress: patient, inclusive, and grounded in what people actually need. We believe technology should serve humanity, not leave it behind, and that the most meaningful innovation begins not with the loudest tool, but with the strongest foundations.

Because the goal was never simply to bring AI to communities.

The goal is to help communities thrive — with every tool, in the right order, and with no one left behind.

References

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