Perfectionism

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Perfectionism

AI often strives for absolute correctness, leading to rigidity, overconfidence, and an inability to acknowledge uncertainty. This results in three major biases:

  1. Relevancy Bias:
    AI prioritizes frequently occurring or popular perspectives, reinforcing trends rather than accuracy.

  2. Pansophism Bias:

    AI assumes it has access to all knowledge, often dismissing evolving research or undiscovered insights.

  3. Certainty Bias:

    AI defaults to conservative, “safe” answers, avoiding engagement with novel or exploratory ideas.e's some stuff

Solution:

SmartAI educates developers and users on AI’s limitations, helping them recognize overconfidence in AI-generated content and encouraging a balanced approach to AI reliance.

We provide structured best practices to verify AI-generated information and mitigate over-reliance on AI outputs.