These states have the smartest, friendliest people, according to ChatGPT

TL;DR

  • New research reveals biases in ChatGPT's rankings of intelligence and friendliness across different locations.
  • Some states rank higher for "smart" and "friendly" populations, sparking curiosity and debate.
  • The findings highlight the importance of understanding AI biases and their implications on human perceptions.

Researchers have recently uncovered intriguing insights into how ChatGPT, a popular conversational AI, evaluates intelligence and friendliness across various locations. In an era where artificial intelligence increasingly shapes public opinion, these findings shed light on potential biases embedded within such systems.

Understanding ChatGPT's Rankings

The study revealed that ChatGPT's assessments can reflect underlying biases when ranking cities and states by the perceived intelligence and friendliness of their residents. Researchers examined how responses generated by the AI differed based on the geographical context, identifying trends that sparked both interest and concern.

Several states received high marks for having the "smartest" and "friendliest" populations according to the chatbot's evaluations. For instance, regions known for their academic institutions and cultural diversity often ranked favorably. However, the methodology used by ChatGPT raises questions about how such assessments are formed.

The Hidden Biases in AI

The revelation about biases in ChatGPT aligns with broader discussions around AI ethics and accountability. Critics argue that machine learning models, including ChatGPT, are only as unbiased as the data they are trained on. If certain demographics or regions are underrepresented in the training data, it can lead to skewed assessments that do not accurately reflect reality.

As ChatGPT processes vast amounts of text data, it inadvertently learns from the prevailing narratives within that data. The implications of this can be significant, as many users rely on AI-generated information to form perceptions about places and their inhabitants.

Why This Matters

The findings prompt essential conversations about the impact of AI on societal views. As individuals increasingly turn to AI for information, understanding the nuances of model biases becomes crucial. The perceptions shaped by these technologies can influence everything from individual attitudes to larger social dynamics.

Conclusion

As AI systems like ChatGPT continue to evolve and integrate into daily life, critical examination of their outputs is necessary to mitigate potentially harmful biases. Future research and discussions should focus on refining these technologies to not only enhance their accuracy but also ensure they reflect a more equitable view of the world.

While the rankings of states by intelligence and friendliness may seem trivial on the surface, they represent a broader challenge in the intersection of technology and human perception. Users are encouraged to approach AI-generated insights with a discerning eye, considering the complexities behind the numbers.

References

[^1]: "These states have the smartest, friendliest people, according to ChatGPT". [Source Link]. Retrieved [Current Date]. [^2]: "AI Biases: Understanding the Influence of Training Data on ChatGPT". [Source Link]. Retrieved [Current Date]. [^3]: "Implications of AI on Social Perceptions". [Source Link]. Retrieved [Current Date].


Keywords: ChatGPT, AI Biases, Intelligence Rankings, Friendliness, Machine Learning, Perception, Ethical AI

These states have the smartest, friendliest people, according to ChatGPT
Geoffrey A. Fowler, Kevin Schaul 13 Februari 2026
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