Question explored with the scientific record
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- 1 What is consciousness?
- 2 How can you have objective evidence for pure rationality?
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How can you have objective evidence for pure rationality?
Pure rationality is a mathematical ideal, not a biological fact. No study has ever found a brain that reasons without emotion, bias, or bodily influence.
The retrieved evidence shows that human decision-making is always a mix of emotion and logic. A 2024 study of 79 military nursing cadets found that emotionally urgent decisions predicted higher stress during clinical practice, while rational urgent decisions did not [1]. The two modes are distinct and both present. A 2019 experiment with 30 participants in a multiplayer game found that public popularity signals did not reliably predict choices, and risk-taking increased when the objects were faces instead of boxes or cars [2]. People systematically deviated from pure rationality.
Even training to reduce bias does not produce pure rationality. A 2024 study gave participants a debiasing intervention and measured accuracy on three classic reasoning tasks: bat-and-ball, base-rate neglect, and conjunction fallacy. The training group improved from 84.3% to 93.5% overall accuracy [3]. That is better, but still not perfect. The control group also improved, from 85.9% to 87.7%, just from taking the test twice [3]. The ceiling is not 100%.
The evidence also shows that rationality can be impaired by brain disease. A 2013 study found that people with obsessive-compulsive disorder made rational decisions on only 87.3% of trials, compared to 98.4% for healthy controls [4]. Even healthy brains have a measurable failure rate. A 2025 study of ChatGPT found it showed only partial rationality: it aligned with the independence axiom but struggled with transitivity and Savage's Sure Thing principle [5]. A language model trained on the entire internet cannot sustain pure rationality either.
My call: pure rationality is an abstract standard used to measure how far real minds fall short. No human or machine has ever met it. Confidence: high.
Sources used 5
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The influence of two decision-making styles on stress perception in military nursing students during clinical practice
A cross-sectional correlational study of 79 Argentine military nursing cadets showing that a tendency to make emotionally urgent decisions predicts higher overall stress and specific stressors during clinical practice, with emotional decision-making more impactful than rational …
DOI: 10.55976/dma.22024123933-40 -
Decision-making with reference information
A multiplayer decision-making game with reference information (OSPG-R) shows that public popularity signals do not reliably predict choices, and risk-taking increases when objects are faces, revealing systematic deviations from rational decision-making and motivating a formal mo…
DOI: 10.1016/j.physa.2018.12.007 -
Adieu Bias: Debiasing Intuitions Among French Speakers
A training intervention improved accuracy across bat-and-ball, base-rate neglect, and conjunction fallacy tasks, suggesting reduced cognitive biases in participant reasoning.
DOI: 10.5334/pb.1260 -
Cognitive deficits of executive functions and decision‐making in obsessive‐compulsive disorder
This study investigates cognitive deficits in executive functions and decision-making among individuals with obsessive-compulsive disorder (OCD), revealing significant impairments in rational decision-making and executive tasks compared to healthy controls.
DOI: 10.1111/sjop.12066 -
Evaluating deep generative models on cognitive tasks: a case study
A pilot study develops two cognitive tests—spatial reasoning and rational decision-making—and applies them to evaluate ChatGPT and DALL-E 2, finding that DALL-E 2 achieves 40% VISOR accuracy on spatial prompts with notable variability and that ChatGPT shows partial rationality w…
DOI: 10.1007/s44163-023-00067-3