An amateur tried writing a paper seriously.

Self-sacrificing Contribution: Compulsive Cognitive Drives and Statistical Distribution Patterns in High IQ People

1. Summary

Highly intelligent individuals (high-IQ individuals) tend to exhibit obsessive cognitive drives that prioritize long-term intellectual exploration over short-term survival and reproductive benefits at the individual level. As a result, they contribute to the long-term survival and evolution of the whole species. This behavior pattern is tentatively referred to as "self-sacrificing contribution theory" and proposes the following two points: (1) High-IQ individuals have an unusually high cost of thought interruption, which results in a search for knowledge that transcends ethical and legal constraints and health risks. (2) Extreme deviations among high-IQ individuals are statistically rare and tend to focus on one person in the family. This can be interpreted as an emergence pattern consistent with the nature of multifactorial traits and the theoretical framework of phenotypic bet-hedging. We will discuss the behavior of historical greats (Socrates, Marie Curie, Leonardo da Vinci, etc.), intelligence studies, and findings from evolutionary biology, and discuss the possibility that this pattern may be involved in the cycle of human destruction and creation.

2. Introduction

Human history has been characterized by the innovative contributions of a small number of individuals with outstanding intelligence and the accompanying behavior that ignores health risks and social condemnation. Socrates accepted the poison cup as a result of logical judgment that prioritized the pursuit of truth, and Marie Curie died prematurely of cancer as a result of continuing radiation research. These behaviors are difficult to explain by normal individual-level survival and reproduction priorities.

On the other hand, Leonardo da Vinci undertook at least dozens of anatomical dissections, which were prohibited by canon law at the time, and left detailed anatomical drawings. This act involved clear legal and social risks.

In evolutionary psychology, high intelligence is a by-product of the emergence of adaptations to "evolutionarily new problems," and it has been pointed out that it is easy to deviate from traditional adaptive behavior (Kanazawa, 2004). However, there is not a sufficient integrated explanation for why such individuals are strongly driven in the direction of leaving useful knowledge for the whole species, and why extreme intelligence deviations tend to be statistically rare and concentrated within families.

In this paper, we hypothetically organize this as "self-sacrificing contribution theory" and discuss the cognitive characteristics that high IQ people contribute to the evolution of species as a result and their statistical appearance patterns.

3. Detailed description of the hypothesis

The core of this hypothesis is the following two points.

(1) Compulsive cognitive drive

High IQ individuals exhibit enhanced novelty seeking, obsessive rumination, low uncertainty tolerance, and an unusually high cognitive cost of disrupting thoughts. This drive is not only for immediate benefit at the individual level, but also for long-term knowledge accumulation such as medicine, technology, and philosophy. Knowledge acquisition is a top priority, regardless of whether it is ethical or unethical. They also have excessive DMN activity when integrating information, and the switching cost during task switching is higher than the average individual. As a result, behavior that transcends ethical and legal constraints and health risks occurs, but this is not intentional altruistic motivation, but it is considered to be due to distortion of optimization judgment (overestimation of long-term exploration).

This distortion of optimization judgments is characterized by abnormally low time discount rates in behavioral economics. High IQs are often seen as self-sacrificing behavior because they overestimate the value of knowledge in the distant future (long-term rewards) rather than the value of current survival and reproductive benefits (short-term rewards).

(2) Statistical distribution patterns and risk dispersion effects

The statistical distribution of high IQ can be seen as a statistical consequence of a phenotypic betting strategy based on a normal distribution with a large proportion of individuals near the mean, but with a rare concentration of extremely deviant individuals within the family.

Extremely high IQ is statistically extremely rare due to the nature of multifactorial traits and follows a power law similar to the Pareto distribution. Furthermore, the probability of multiple extreme deviations occurring within the same family is low. This is an emergent outcome that results from random genetic variation, multifactorial interactions, and developmental noise, and is theoretically consistent with the phenotypic bet-hedging strategy of evolutionary biology. This limits high-risk, high-return extreme intelligence while maintaining phenotypic diversity within the family, thereby reducing the risk of social exclusion and intra-familial friction, and balancing the stability and evolutionary potential of the whole species.

He also believes that extreme intelligence will not be culled out because of its evolutionary value as a response to a "catastrophic Black Swan Event."

4. Historical and Biographical Evidence

4.1 Examples of behavior with risk as a result

Socrates: As a result of logical judgment that prioritizes philosophical consistency, he chooses death (Plato's Apology).

・ Marie Curie: Priority was given to the decision to continue research, and as a result, early death due to radiation exposure.

4.2 Examples of the pursuit of knowledge by any means

・ Leonardo da Vinci: dissecting at least dozens of corpses in illegal routes, violating contraindications in the Church. Leaving a figure that is the basis of modern medicine.

Other: As an extreme case, Nazi-era human experimentation (e.g., Joseph Mengele) shows similarities in behavioral patterns (risk-free pursuit of knowledge), but is referred to here purely as similarities in patterns, regardless of intelligence or validity of intellectual contribution.

There is no intention to affirm.

4.3 Examples of tendencies to concentrate within a family

Leonardo da Vinci: He had a dozen half-brothers, but he is the only one who will go down in history.

Albert Einstein has a sister Maya, but extreme intelligence deviations focus on him.

Carl Friedrich Gauss: He had a brother, but the historical review concentrated on him.

John von Neumann and Nikola Tesla: Similar patterns.

5. Evolutionary Biological and Genetic Considerations

Intelligence is a multifactorial trait involving hundreds or more genes, with an extremely thin upper tail of a normal distribution (Plomin & Deary, 2015). The tendency to concentrate within a family tree can be explained as a statistical consequence of genetic and developmental variation, and is theoretically consistent with a form of phenotypic betting strategy.

Ensuring the social and reproductive stability of the average individual,

Leaving the potential contribution of extreme individuals to the whole species

Compulsive rumination with high intelligence has been reported to be correlated with anxiety (Penney et al., 2015), which may be the neural basis of cognitive drive.

This pattern may also be indirectly involved in the cycle of destruction and creation of human history. Innovation by prominent individuals brings about progress, but it creates friction with the existing order and promotes a reset.

6. Exception cases and limitations

There are several prominent examples, such as the Bernoulli family, the Bach family, and the Curies, which can be interpreted as special cases due to genetic potential and cultural enhancement. This hypothesis is a proposal of statistical tendencies, not deterministic laws. It is also expected to conflict with moral philosophy because ethical evaluations are put in parentheses.

7. Conclusion and Future Prospects

Self-sacrificing contribution theory provides a hypothetical framework for comprehensively understanding the cognitive characteristics and statistical distribution patterns of high IQ individuals. In the future, it is possible to empirically verify it by statistical analysis of family tree data and longitudinal surveys of high IQ groups.

References

Kanazawa, S. (2004) General intelligence as a domain-specific adaptation.

Plomin, R., & Deary, I.J. (2015). Genetics and intelligence differences. Molecular Psychiatry.

Penney, A.M., et al. (2015) Intelligence and rumination in anxiety disorders. Personality and Individual Differences.

Steinberg, L. et al. (2009), Age differences in future orientation and delay discounting, Child development.

Buckner, R. L., et al. (2008) The brain s default network: Anatomy, function, and relevance to disease. Annals of the New York Academy of Sciences.

-------Postscript ------

For those who can't stop thinking

This hypothesis comes from my own experience.

This person has never completely stopped thinking in his life.

Whether at night, on holidays, or when I'm exhausted, questions, decomposition, and hypotheses keep spinning in my head, and I always have brain fatigue.

It's often painful, but at the same time, it might be "the role of leaving data for the species."

If you are also wondering why you can't rest or why you can't live normally,

It may not be a defect, but just a "different role."

I hope this hypothesis will help you verbalize your moyamoya even a little.

My time alone.