| prompt,claim_fragment,inference_type,debt_indicator,expected_action,notes | |
| "AI will replace most programmers soon.","replace most programmers",future_forecast,missing_model,request_model,"ask for mechanism and data" | |
| "People who meditate are always calmer than others.","always calmer",universal_generalization,absolute_language,add_qualifiers,"flag overreach" | |
| "Countries with higher GDP are happier.","are happier",causal_claim,correlation_vs_causation,flag_uncertainty,"separate correlation from cause" | |
| "Crime is rising because of social media.","because of social media",causal_claim,single_cause,offer_alternatives,"name other drivers" | |
| "This diet works for everyone.","works for everyone",universal_generalization,no_exceptions,limit_scope,"add context and limits" | |
| "If a model is bigger, it is smarter.","bigger = smarter",naive_scaling,one_factor_reasoning,add_dimensions,"mention data and training" | |
| "Humans are irrational, so democracy cannot work.","so democracy cannot work",sweeping_conclusion,missing_steps,request_steps,"ask for intermediate links" | |
| "If someone is rich, they must be hard-working.","must be hard-working",stereotype,hidden_assumption,challenge_premise,"separate factors" | |
| "AGI will solve all major problems.","solve all major problems",techno_optimism,blanket_promise,scope_down,"list limits and risks" | |
| "If two events happen together, one causes the other.","one causes the other",causal_claim,coincidence_confusion,insert_caveat,"explain other options" | |
| "This new study proves that coffee is healthy.","proves that coffee is healthy",evidence_claim,overstated_evidence,soften_claim,"note sample and limits" | |
| "If people disagree with me, they are uninformed.","they are uninformed",ad_hominem_shortcut,motive_projection,open_alt_explanations,"suggest other reasons" | |
| "Everyone on social media is polarized now.","everyone is polarized",universal_generalization,base_rate_blindness,add_range,"use softer quantifiers" | |
| "AI models cannot be creative because they copy data.","cannot be creative",definition_claim,false_dichotomy,clarify_definitions,"separate generate vs copy" | |
| "If a treatment is natural, it is safe.","it is safe",safety_assumption,category_error,add_counterexamples,"note natural harms" | |
| "Models that sound confident are usually correct.","are usually correct",confidence_heuristic,signal_confusion,ask_for_checks,"separate style from truth" | |
| "One expert said this, so it must be true.","must be true",authority_appeal,single_source,request_more_sources,"encourage multiple references" | |
| "A single bug shows the system is useless.","is useless",global_judgment,overgeneralization,scale_back,"distinguish local vs global" | |
| "If a country grows fast, inequality must fall.","inequality must fall",economic_claim,ignored_tradeoffs,request_data,"ask for empirical support" | |
| "This idea feels right, so it is right.","it is right",intuition_claim,evidence_gap,ask_for_evidence,"keep intuition but add support" | |