AI Chatbot Limitation: While different companies may claim to have better AI models than others, their response patterns are generally similar. This means that different chatbots think similarly.

AI Chatbot Limitation: All AI chatbots think the same way

What are the limitations of an AI Chatbot?

A study published in Engineering Applications of Artificial Intelligence found that different models in large companies think in similar ways. While each model's responses may appear unique and useful, a closer look reveals a distinct pattern. These models often produce similar responses to prompts. In the study, researchers gave humans and AI models creative tests. The results showed that humans had a wider range of ideas than AI models.

More than 20 AI models tested

In the study, researchers tested over 20 models from different companies against 100 people. The range of responses generated by AI models was less than that of human ideas. When comparing these, the AI ​​models' responses showed more uniformity, while human responses were much wider. This was observed across both responses and tasks. AI models used similar structures and repeated phrasing. When the AI ​​systems were asked to use creativity, the results changed slightly, but still fell short of human performance.

How does this threaten people's creativity?

When you're using AI for personal tasks, its responses can be impressive and, in many cases, even better than human thinking. However, when it's used on a large scale, the situation becomes concerning. This is because when different people use the same tool, patterns will emerge, leading to similar ideas from different people.