Science
Your Child’s Messy Room Could Signal Programming Talent
21 December 2025
Every day, we make dozens of minor decisions online: what to watch, what to read, what to choose. Increasingly, these choices are no longer fully independent. New research from the USA reveals the massive role played by the prompts we see on our screens. Scientists warn that the influence of algorithms on decisions often bypasses our conscious reflection, leading us down a path pre-determined by code.
I use a certain popular streaming platform to watch movies. It’s very nice, but it has one flaw. I wanted to watch a specific film, and once I did, the service started sending me suggestions only from that category. It’s hard for me to find anything new or different,
– Ola, a resident of the Podkarpacie region, tells Holistic News. Aleksandra’s story is not an exception. We increasingly allow the internet to suggest what to choose, often without even noticing it.
The growing impact of technology on daily choices is difficult to dispute today. We opt for fast and convenient solutions, often without deeper thought.
American researchers described a common situation similar to what happened to Aleksandra. A user accesses a streaming platform for the first time. A suggestion for a single movie immediately appears on the screen—a popular thriller at the top of the list.
The user chooses exactly that title. After the screening, the service suggests more films from the same genre. Consequently, the viewer begins to choose only from among them, even though there are hundreds of other productions and completely different categories in the catalog that they will never discover this way.
The conclusion from a study published in a scientific journal of the American Psychological Association is simple: although users have a full range of available productions at their disposal, they choose the one that was presented to them. They unconsciously give up the full potential of other films.
In another experiment, participants were divided into two groups and asked to learn how to identify fictional characters with various traits. However, they did not know how many such “types” existed or exactly how they differed.
One group had to check all the possibilities independently, building a complete picture step by step. The second group used system prompts that indicated what was worth paying attention to first. The problem was that these prompts constantly led to the same place—the most frequently chosen traits.
People using the prompts based their knowledge on a very narrow fragment of information, made mistakes more frequently, and incorrectly assessed new cases. Furthermore, they were much more confident in their answers, even though their knowledge was clearly limited.
Our study shows that even if you know nothing about a topic, algorithms can immediately start building biases and lead to a distorted image of reality,
– said Giwon Bagh, quoted by the Ohio State University portal.
Internet prompts can be helpful. The problem begins when we stop controlling them. In such a situation, we are not the ones making choices; instead, we allow a system that only sees a fragment of the whole to do it for us. Awareness is the first step in reclaiming our independence, as the influence of algorithms on decisions becomes more subtle yet more powerful with every click.
To minimize the influence of algorithms on decisions and see more diverse content, consider implementing these practical steps:
Read this article in Polish: Robisz to automatycznie. I tak wpadasz w pułapkę algorytmów