The collection of biases that arise from having some scientific literacy without sufficient depth, nuance, or contextual understanding—enough knowledge to sound authoritative, not enough to actually evaluate claims properly. Scientific Literacy Biases include: overgeneralizing from one study to universal truth, mistaking introductory textbook knowledge for expertise, treating simplified explanations as complete accounts, assuming one's lay understanding trumps expert consensus, and using scientific-sounding language to lend credibility to unscientific claims. These biases are particularly dangerous because they look like genuine scientific literacy—the person can cite studies, use terminology, reference concepts—but the literacy is just deep enough to be confidently wrong.
Scientific Literacy Biases Example: "He'd read a pop-science book on neuroscience and now thought he could dismiss decades of clinical psychology—classic Scientific Literacy Bias, enough knowledge to be dangerous, not enough to know he was dangerous."
by Dumu The Void March 13, 2026
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