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belief_perseverance
The tendency to maintain beliefs even after the evidence that originally supported them has been thoroughly discredited. Once a belief has been formed and integrated into a person's worldview, it takes on a life of its own, independent of its original evidential basis.
Participants in a study were told their performance scores were fabricated. Despite knowing the scores were fake, they continued to rate themselves consistent with the fabricated feedback.
A parent who read a now-thoroughly-debunked article linking a common food additive to behavioral problems continues to avoid the ingredient for their child years later, saying: 'I don't care what the new studies say — I saw it with my own eyes.'
After a financial pundit's prediction of an imminent market crash fails to materialize for five straight years, their followers continue to believe the crash is 'just around the corner,' reinterpreting each new piece of contradicting data as further proof of the conspiracy.
Binary (yes/no) questions an LLM must answer to identify this aspect:
Has evidence against a belief been presented and acknowledged?
Type: binaryDoes the person continue to hold the belief despite the disconfirming evidence?
Type: binaryIs the persistence of the belief due to emotional attachment or identity rather than evidentiary evaluation?
Type: binaryThe tendency to maintain beliefs even after the evidence that originally supported them has been thoroughly discredited. Once a belief has been formed and integrated into a person's worldview, it takes on a life of its own, independent of its original evidential basis.
Once a belief is formed, we build explanatory frameworks around it. Even when the foundation is removed, the explanatory superstructure remains and sustains the belief.
Actively construct the counter-explanation: how would the world look if the opposite were true? Force consideration of the alternative narrative.
Retracted scientific studies that continue to be cited, debunked conspiracy theories, and first impressions that persist despite contradicting evidence.
Use these tools to detect, analyze, or train this aspect.