🧪 This platform is in early beta. Features may change and you might encounter bugs. We appreciate your patience!
wishful_thinking
Wishful thinking is a cognitive bias in which the desirability of a belief influences the assessment of its truth. People believe things because they want them to be true, not because evidence supports them. This bias operates at the interface of emotion and cognition: desires distort probability assessment, evidence evaluation, and information seeking. It is related to but distinct from optimism bias — wishful thinking specifically involves the causal influence of desire on belief formation, not merely a general positive outlook.
"I'm sure the biopsy will come back negative — I've always been healthy and I eat well. There's no way it could be cancer."
An investor watches a stock they own drop 30% over three months but tells their partner: 'It'll bounce back — it's a great company with great people. I just know it's going to recover.' — Emotional attachment to the investment overrides objective assessment of the financial data.
A student who has barely studied reassures themselves the night before a final exam: 'I've always been pretty good at this subject and I work well under pressure. I'm sure it'll go fine tomorrow.' — The desire for a good outcome substitutes for realistic appraisal of their level of preparation.
Binary (yes/no) questions an LLM must answer to identify this aspect:
Does the person form or maintain a belief primarily because it is pleasant or comforting?
Type: binaryIs the belief held despite insufficient or contrary evidence?
Type: binaryWould the person likely not hold this belief if it were emotionally neutral or unpleasant?
Type: binaryWishful thinking is a cognitive bias in which the desirability of a belief influences the assessment of its truth. People believe things because they want them to be true, not because evidence supports them. This bias operates at the interface of emotion and cognition: desires distort probability assessment, evidence evaluation, and information seeking. It is related to but distinct from optimism bias — wishful thinking specifically involves the causal influence of desire on belief formation, not merely a general positive outlook.
Acknowledging unpleasant truths is psychologically costly. Wishful thinking serves as an emotional buffer, reducing anxiety and preserving a sense of control. The brain preferentially processes information that aligns with desired outcomes.
Ask: 'Would I believe this if I didn't want it to be true?' Actively seek disconfirming evidence. Consider what someone with no emotional stake in the outcome would conclude from the same evidence.
Common in health decisions (ignoring symptoms), financial planning (assuming best-case scenarios), relationship dynamics (ignoring red flags), climate change denial, and strategic military/business planning.
The tendency to overestimate the probability of positive events and underestimate the probability of negative events happening to oneself. While general risk awareness may be accurate, personal risk assessment is systematically skewed toward optimistic outcomes.
Filtering out contradicting information, only accepting confirming data.
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.
The deliberate decision to avoid information that might be useful but is expected to be uncomfortable, threatening to current beliefs, or emotionally painful. Unlike ignorance, this is active avoidance of available knowledge.
Use these tools to detect, analyze, or train this aspect.