Teaching Youth and Teens to Question the Hype: Understanding the Rise of AI Washing
- The White Hatter
- 3 minutes ago
- 4 min read
Artificial Intelligence, or AI, has quickly become one of the most talked about technologies in the world. Schools are discussing it, businesses are adopting it, and many young people are now using AI tools for learning, creativity, and entertainment. However, alongside this rapid growth has come a new phenomenon that parents, caregivers, and educators should be aware of, something called “AI washing”.
Simply put, AI washing occurs when companies exaggerate or falsely claim that their products use artificial intelligence in order to appear more innovative, attract customers, or increase investment. In many ways, AI washing is similar to what happened years ago with “greenwashing,” when companies marketed products as environmentally friendly even when the claims were misleading or unsupported. Today, some companies are doing something similar with artificial intelligence. Understanding this concept is becoming an important part of digital literacy for youth, teens, and us adults.
AI washing does not always involve outright deception. Sometimes it is more subtle, involving marketing language that sounds impressive but does not accurately reflect how the technology actually works. Here are a few common examples.
Rebranding Old Technology as “AI”
Many software systems have used algorithms and automation for decades. These systems follow pre-programmed rules to perform tasks. Some companies are now rebranding these older systems as “AI-powered,” even though they may not involve modern machine learning or generative AI technologies at all. For example, a basic recommendation system that follows fixed rules might suddenly be marketed as an “AI recommendation engine.”
Using AI as a Marketing Buzzword
In some cases, a product may contain a very small AI component, but the entire product is marketed as an “AI platform.” The goal is often to make the product appear cutting-edge in a market where AI is receiving enormous attention. Phrases such as. “Powered by AI”, “AI-driven insights”, and “Next-generation AI technology”, can sometimes be more about marketing than about meaningful artificial intelligence.
Claiming Capabilities That Don’t Exist
In more extreme cases, companies claim that their product uses artificial intelligence when the system is actually doing something far simpler. There have even been cases where products marketed as AI were secretly relying on human workers behind the scenes to perform tasks that customers believed were being done by machines (1).
Inflating the Role of AI
Sometimes a company may include a small AI feature, but marketing materials make it sound like artificial intelligence is running the entire system. In reality, the AI may only be performing one minor function within a much larger platform.
At first glance, AI washing might seem like a marketing issue. However, it has broader implications that affect families, schools, and the public.
It Can Mislead Consumers: Parents and educators are increasingly being asked to choose between apps, learning platforms, and educational tools that claim to use artificial intelligence. If those claims are exaggerated, families and schools may be paying for technology that does not deliver what it promises.
It Can Create Unrealistic Expectations About AI: When AI is marketed as being capable of far more than it actually is, it can create unrealistic expectations among both adults and youth. Young people may come to believe that AI systems are far more intelligent, accurate, or trustworthy than they really are. This misunderstanding can lead to over reliance on technology that still has significant limitations.
It Can Undermine Trust in Real Innovation: Many companies and researchers are genuinely developing powerful and useful AI technologies. However, when exaggerated claims become widespread, it can make it harder for people to distinguish between real technological progress and marketing hype.
Governments and regulatory bodies have started raising concerns about misleading AI claims. For example, the U.S. Securities and Exchange Commission (SEC) has warned companies about making false or exaggerated claims about the use of artificial intelligence in financial products and services (2).
Similar conversations are now taking place in Canada, Europe, and other parts of the world as policymakers work to ensure transparency around emerging technologies (3).
For parents, caregivers, and educators, AI washing presents an opportunity to teach critical thinking about technology claims. Youth and teens are growing up in a world where new technologies are often surrounded by hype. Learning to question those claims is an important part of becoming informed digital citizens. Some helpful questions families and educators can encourage youth and teens to ask include:
What does this technology actually do?
How does the company explain how their AI works?
Is the AI making decisions, or just following simple rules?
What data is the system using?
Who benefits from the product being described as AI?
Teaching youth to ask these questions helps them understand that not every technological claim should be accepted at face value.
Artificial intelligence has become part of everyday life, and it will likely play an important role in education, business, and society for years to come. However, as with many new technologies, excitement and hype often move faster than reality. Understanding concepts like AI washing helps parents, caregivers, and educators guide young people toward a healthier and more informed relationship with technology.
In an onlife world filled with bold claims and impressive buzzwords, one of the most valuable skills we can teach youth and teens is simple, “learn to ask good questions before believing the hype.”
Digital Food For Thought
The White Hatter
Facts Not Fear, Facts Not Emotions, Enlighten Not Frighten, Know Tech Not No Tech
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