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appeal_to_consequences
The appeal to consequences argues that a belief must be true (or false) because accepting it would lead to desirable (or undesirable) outcomes. It confuses the pleasantness or utility of a belief with its truth value. While consequences may be relevant to decision-making, they have no bearing on whether a factual claim is actually true.
"Evolution can't be true because if it were, life would have no inherent meaning, and that would be terrible for society."
A manager tells his team: 'The audit report cannot show that we missed our targets this quarter. If it does, investor confidence will collapse and people will lose jobs — so let's make sure the numbers tell a better story.'
A student argues: 'I can't accept that I have a learning disability, because if I did, people would treat me differently and I'd lose confidence in myself. So it must not be true.' The discomfort of the conclusion is used to reject the diagnosis rather than engaging with the evidence.
Desirable(Consequences(P)) -> P OR Undesirable(Consequences(P)) -> NOT P
Binary (yes/no) questions an LLM must answer to identify this aspect:
Is the truth of the claim being evaluated based on its consequences rather than evidence?
Type: binaryAre the consequences being used as the primary reason to accept or reject the claim?
Type: binaryIs the desirability of the outcome being conflated with the truth of the premise?
Type: binaryThe appeal to consequences argues that a belief must be true (or false) because accepting it would lead to desirable (or undesirable) outcomes. It confuses the pleasantness or utility of a belief with its truth value. While consequences may be relevant to decision-making, they have no bearing on whether a factual claim is actually true.
People are motivated reasoners who prefer beliefs with positive emotional outcomes. The desire for a meaningful, ordered world makes consequential reasoning feel compelling even when it is logically irrelevant.
Distinguish between 'what is true' and 'what we wish were true.' The consequences of a belief being true do not determine its truth. Address the evidence separately from the implications.
Common in debates about scientific findings that have uncomfortable implications (genetics, climate change), religious apologetics, and policy discussions where 'this would be bad if true' substitutes for evidence.
Use these tools to detect, analyze, or train this aspect.