Confidence Versus Competence: A Bad Trade-off
PsychologyAssessmentHigher Education
THE AI ANGLE
Inflating user confidence while eroding accuracy and critical judgmentRecent experimental research reveals that generative AI advice dramatically inflates individuals' confidence while degrading their actual accuracy, eroding their willingness to withhold judgment by saying 'I don't know.' Because AI's outward fluency mimics genuine comprehension, users often bypass metacognitive effort and adopt incorrect machine outputs without question. For higher education instructors, this creates a profound assessment and learning challenge where student performance may superficially improve while critical judgment and accurate self-evaluation deteriorate.
THE TEACHING ANGLE
Instructors can mitigate uncritical reliance on AI by designing assessments that reward a well-founded 'I don't know' and attach clear costs to unverified errors, prompting students to actively interrogate machine outputs.Read the original at psychologytoday.com Generate teaching or study materials
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