The Fantasy of IQ
Around four in the morning, as fatigue began to color the Geneva secret conference room, Alexander von Neumann posed a single question.
“There is one fundamental problem,” he said, gazing at the central hologram display. “We have been discussing intelligence and genius, yet actual policy is about to be decided on the basis of a numerical value called an IQ score. Have we ever examined the authority this number carries?”
Esther Savant reacted immediately. “IQ tests… I have taken them hundreds of times. Yet I have never seen a clear correlation between my mathematical ability and my IQ score.”
Kiryū Haruka’s intuition sensed the beginning of an important discussion. “Indeed an interesting problem. We ought to examine whether the measuring instrument called IQ accurately captures the phenomenon it purports to measure.”
Nadia al-Sayed, as a policy-maker, recognized the bitter reality. “Politically, IQ is treated as the absolute ‘scientific’ standard for measuring intelligence. Yet academically its limitations are obvious.”
Tamara Bekdarba rose from her seat. “From a historical perspective, IQ tests were designed from the beginning as political tools.”
She began pacing the conference room as she explained. “In 1905, when Alfred Binet developed the first intelligence test, the purpose was to identify children with learning difficulties and provide them with appropriate educational support. But in early twentieth-century America this test was repurposed as an instrument for immigrant exclusion and eugenics policy.”
Jason Watson recalled his experience of cognitive enhancement. “I experienced an IQ increase of roughly seventy points before and after enhancement, but I question how much that change truly represents my essence.”
Within Lin Chaoyan’s consciousness, Ω had begun a detailed analysis.
<What findings?>
Lin shared the result of the analysis. “According to collaborative analysis with my AI partner, structural cultural bias exists in IQ tests. What they measure is not universal intelligence but cognitive adaptability within a specific cultural background.”
Alexander showed deep interest in the observation. “Specifically, what kind of bias?”
Esther shared her singular experience. “Even in problems measuring mathematical intelligence, many questions presuppose verbal comprehension and cultural knowledge. In my case I possess overwhelming ability in pure mathematical thinking, yet on problems requiring verbal context I achieve only average scores.”
“That is an important point,” Kiryū Haruka responded. “What IQ tests measure may be biased toward one aspect of intelligence — primarily verbal and logical processing ability.”
Tamara cited a historical case. “In 1920s America, the low IQ scores of Southern and Eastern European immigrants were attributed to language barriers and cultural differences. At the time, however, this was used as ‘scientific evidence’ of ‘racial inferiority.’”
Nadia reinforced from a policy perspective. “Even today, differences of twenty-five to thirty points in IQ scores arise according to socioeconomic background. This is not genetic difference but the result of educational opportunity and environmental factors.”
Jason added experiential testimony. “Before cognitive enhancement I had a typical ‘below average’ IQ score. Yet in everyday problem-solving ability, wisdom in human relationships, and practical judgment I do not believe I was inferior.”
Alexander harbored complex feelings about his own perfect IQ score. “My IQ of 230 is the result of design. But what this number indicates is only processing speed and accuracy on a certain kind of cognitive task. Creativity, intuition, emotional intelligence are not measured.”
Lin and Ω presented further analytical results. “From the standpoint of artificial intelligence, the cognitive functions measured by IQ tests are the kind that can easily be replicated by computers. Conversely, creativity, contextual understanding, and grasping emotional nuance — areas where AI struggles — are not evaluated in IQ tests.”
Esther struck at the core with mathematical intuition. “What is easy to measure and what is important are different. IQ tests prioritize the convenience of measurement and miss the essential aspects of intelligence.”
Kiryū Haruka offered a philosophical insight. “The IQ system attempts to represent intelligence as a point on a single dimension. But actual intelligence is multidimensional, dynamic, and context-dependent, is it not?”
Tamara added political analysis. “And most problematic is that as IQ scores correlate with social status, this measuring instrument functions as a means of legitimizing social hierarchy.”
“From the Naturally Gifted perspective,” Kiryū continued, “my intelligence cannot be accurately measured by standard IQ tests. Intuitive leaps, pattern recognition, integrative understanding — these cannot be captured in timed multiple-choice questions.”
Jason provided an experiential comparison. “After cognitive enhancement my IQ score rose substantially, but abilities were also lost. Naive insight, emotional empathy, intuitive judgment in real life — these are not measured by IQ tests, yet they are important aspects of human intelligence.”
Alexander deepened the technical analysis. “The statistical foundation of IQ tests is also problematic. It assumes a normal distribution, but it is questionable whether human cognitive ability truly follows a normal distribution.”
Esther supported from a mathematical perspective. “Many phenomena in nature exhibit more complex distribution patterns than the normal distribution. Intelligence may likewise show power-law or multimodal distributions.”
Lin explained through comparison with artificial intelligence. “In evaluating AI system capabilities we use not a single score but a multifaceted ability profile. The same approach would be appropriate for human intelligence.”
Nadia raised the policy dilemma. “But in actual policy-making some criterion is necessary. What kind of measurement system should we construct to replace IQ?”
Tamara developed a fundamental critique. “The problem is not the measurement system but the very idea of attempting to measure. Is not the attempt to quantify and rank intelligence itself a distortion of the essence of intelligence?”
“But for the sake of social justice, is not a fair evaluation system needed?” Jason voiced a practical concern.
Kiryū Haruka offered a deep insight. “Perhaps we need to change the very framing of the problem. Rather than measuring and classifying intelligence, we should guarantee equal opportunity for diverse intellectual capacities to be expressed.”
Alexander verified the logical consequence. “In other words, a paradigm shift from measurement of ability to guarantee of opportunity.”
Esther expressed it with mathematical beauty. “A beautiful approach. Even in mathematics the value of a theorem is judged not by its complexity but by its capacity to open new understanding.”
Lin and Ω examined technical implementation. “Technically it is realizable. Diverse learning environments, multifaceted evaluation systems, individually adaptive educational programs — through these we can provide developmental opportunities suited to each person’s cognitive characteristics.”
Tamara introduced a historical precedent. “The educational system of ancient Greece partially realized this ideal. Music, mathematics, physical education, rhetoric — it aimed at multifaceted human development.”
Nadia analyzed the policy implications. “In the ‘Cognitive Diversity Protection Agreement,’ does this mean abolishing IQ-based classification systems and shifting to a system that supports diverse forms of intellectual expression?”
Jason raised a practical question. “But what about criteria for access to cognitive-enhancement technology? If we do not use IQ, by what criteria do we judge necessity?”
Kiryū Haruka offered a principled answer. “How about basing it not on need but on desire? Support the direction of cognitive development that the individual wishes for.”
Alexander pointed out implementation challenges. “When resources are constrained, some form of prioritization becomes necessary.”
Esther proposed from the standpoint of mathematical fairness. “What about a lottery method? Random selection as a guarantee of equal opportunity.”
Lin presented a technological alternative. “Or invest in technological development that dramatically lowers the cost of cognitive-enhancement technology. Solve the scarcity itself.”
Tamara pointed out political-economic reality. “But in the current system cognitive disparity has become the foundation of vested interests. There will be strong resistance to such change.”
Nadia organized the core problem. “In other words, the problem of the IQ system lies not only in its technical aspect but also in its sociopolitical function.”
“Exactly,” Kiryū responded. “IQ is both a means of measuring intelligence and a system for legitimizing social hierarchy.”
Alexander analyzed from the designer’s perspective. “In a sense my existence is also a product of this system. I was designed on the basis of the value ‘high IQ.’”
Esther declared with purity. “But true intelligence cannot be expressed in numbers. Can the beauty of π be expressed in an IQ score?”
Jason shared experiential wisdom. “What I learned through the process of cognitive enhancement is that there is no ‘higher’ or ‘lower’ in intelligence. There are only different kinds.”
Lin and Ω sketched an integrative vision. “The same is true from the experience of artificial intelligence symbiosis. What matters is not which of human or AI is ‘higher,’ but what new possibilities we can create together.”
Tamara issued a historical warning. “Abolishing the IQ system is not merely a technical change. It means a fundamental transformation of power structures.”
Approaching five in the morning, the seven geniuses were approaching a deeper truth about intelligence through the deconstruction of the concept of IQ.
Nadia summarized the discussion. “So in our alternative we propose abolishing the IQ-based classification system and a new framework that supports diverse intellectual development.”
Kiryū Haruka confirmed the philosophical foundation. “Intelligence is not something to be measured but something to be discovered and cultivated.”
Alexander promised technical implementation. “Technically it is fully realizable. Adaptive learning systems, multifaceted talent-discovery programs, individually optimized educational environments.”
Esther expressed aesthetic conviction. “And most important, this new system is based not on the ugly authoritarianism of measurement but on the beautiful democracy of discovery.”
Lin sketched a future-oriented prospect. “An environment in which humans, AI, and new forms of intelligence that may appear in the future can each fully express their characteristics.”
Jason confirmed human value. “And above all, a society in which everyone can take pride in their own cognitive characteristics.”
Tamara declared a historical mission. “The realization of a humanity truly free in intellect, liberated from the fantasy of IQ.”
Through the discussion they had revealed the fictitious scientific authority of the concept of IQ and its sociopolitical function. And as an alternative they had proposed an entirely new conception of intelligence based not on measurement and classification but on discovery and cultivation.
This was not merely a change in educational policy but a fundamental redefinition of human value. A shift from a system that measures and trades intelligence as a commodity to a system that respects and cultivates intelligence as an expression of humanity.
Yet it was also clear that realizing this revolutionary vision would inevitably require confrontation with existing power structures. The IQ system was not merely a measuring instrument but an apparatus for legitimizing the current social order.
As dawn light began to enter through the conference-room windows, the seven had reached a new understanding of human intelligence. It was an understanding of intelligence as something filled with infinite diversity and possibility — not numbers or hierarchy, but truly human.