Test AI on your areas of expertise: 5 minutes that will reveal its true value
Artificial intelligence is now part of our daily lives. Between fascination and skepticism, opinions differ about its reliability and real usefulness. But how can you know if these tools truly live up to their promises? The answer is simple: test them in areas you already master.
Why test AI on topics you know?
When we use tools like Claude AI or ChatGPT, we are often impressed by the fluidity of responses and their apparent relevance. However, this impression can be misleading, especially in areas where our knowledge is limited. By asking AI about topics you know perfectly, you can accurately assess the quality and truthfulness of its answers.
The limits revealed by human expertise
AI models like GPT-4 or Gemini are trained on vast amounts of textual data, but that does not guarantee their accuracy in all fields. As an expert in your field, you will quickly notice missed nuances, oversimplifications, or factual errors these systems can make.
For example, a paleontologist might note that AI confuses geological periods or incorrectly attributes certain characteristics to dinosaur species. A developer will immediately spot non-functional or outdated code proposed by AI.
| Area of expertise | Common types of AI errors | How to identify them |
|---|---|---|
| Sciences | Chronological confusions, erroneous attributions | Check dates, discoveries, and causal relationships |
| Programming | Outdated code, inefficient solutions | Test the code, check current best practices |
| History | Anachronisms, simplistic interpretations | Examine chronology and historical context |
| Art and culture | Incorrect attributions, stylistic blends | Check influences and stylistic coherence |
Hallucination: the Achilles' heel of AI models
One of the most significant problems with current AI models is their tendency to "hallucinate" - that is, to generate information that seems plausible but is actually inaccurate or completely invented. These hallucinations can be particularly misleading because they are presented with the same confidence as correct information.
By testing AI on your areas of expertise, you will develop a better understanding of when and how these systems can hallucinate, allowing you to be more critical of their responses in other areas. Tools like AI detectors can help you identify some artificially generated content, but nothing replaces human expertise.
How to get the most out of your tests
To effectively evaluate AI capabilities, follow these steps:
- Ask precise questions in your area of expertise
- Vary the complexity of questions to test AI's limits
- Ask for detailed explanations rather than simple answers
- Compare responses between different models like DeepSeek, ChatGPT, or Claude
- Note recurring errors to identify systemic weaknesses
AI as an assistant, not an authority
These tests will help you develop a healthier relationship with artificial intelligence. Instead of seeing it as an infallible source of information, you will learn to use it as an assistive tool that can speed up certain tasks, suggest ideas, or serve as a starting point for your research.
Technologies like RAG (Retrieval-Augmented Generation) are gradually improving the reliability of AI systems by allowing them to rely on verified sources rather than only their internal "knowledge," but they are not yet perfect.
Toward a more critical use of AI
By spending a few minutes testing AI on your areas of expertise, you will develop a better understanding of its strengths and weaknesses. This experience will allow you to use these tools more wisely, knowing when to trust them and when to remain skeptical.
AI alignment with human values and knowledge remains a major challenge. As informed users, we have a role to play in this process by providing critical feedback and using these technologies responsibly.
So, take five minutes today to ask your favorite AI assistant a few questions on a topic you master. The results might surprise you and help you form a more nuanced opinion about these tools that are increasingly shaping our world.
