The systematic distortion that occurs because what we know shapes how we see. Unlike simple ignorance, which is absence of knowledge, Knowledge Bias is the skew introduced by the specific knowledge we do have. Learning economics makes you see market forces everywhere; learning psychology makes you see cognitive biases everywhere; learning trauma theory makes you see wounds everywhere. Each framework illuminates some things and casts shadows on others. Knowledge Bias isn't a failure—it's the inevitable cost of having any perspective at all. The question is whether you know your perspective's price.
"Ever since I learned about attachment theory, I see anxious and avoidant patterns in every relationship, including my goldfish." That's Knowledge Bias: when your tools shape what you're able to see, and also what you're unable to unsee.
by Abzugal Nammugal Enkigal February 22, 2026
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