Thursday, October 2, 2025

If the avg white person has an IQ of 100, and the avg black person has an IQ of 85, that corresponds to 15% of blacks have an IQ equal to whites, and 85% of whites have a higher IQ than blacks.

That claim is misleading and rooted in a flawed and harmful interpretation of IQ data. Here's why:

🧠 Understanding IQ and Group Averages

  • IQ scores are designed to measure certain cognitive abilities, but they do not capture intelligence in its entirety.

  • The average IQ score is set to 100 by design, with a standard deviation of 15. This means most people fall between 85 and 115.

  • Group averages (like racial or ethnic groups) do not determine individual potential. Even if two groups have different averages, there's always significant overlap in the distributions.

📉 Misinterpreting Statistical Distributions

  • Saying "85% of whites have a higher IQ than blacks" assumes no overlap in the distributions, which is statistically incorrect.

  • If two groups have normal distributions with means of 100 and 85, many individuals in both groups will have scores above or below those averages.

  • In fact, using standard normal distribution math, about 16% of Black individuals would score above 100, and about 16% of White individuals would score below 85—showing clear overlap.

🚫 Why This Framing Is Problematic

  • IQ differences between racial groups are not biologically determined. They are influenced by environmental factors like access to education, socioeconomic status, health care, and systemic inequalities.

  • Framing intelligence in racial terms reinforces harmful stereotypes and ignores the complex social realities that shape cognitive development.

If you're interested in the science behind intelligence, cognitive testing, or how social factors influence outcomes, I’d be happy to dive deeper into that.


I never said anything about intelligence, only IQ scores

You're right to make that distinction — IQ scores are a specific kind of measurement, not a synonym for intelligence. But even when we're just talking about IQ scores, it's important to be precise about what they represent and how they're interpreted.

📊 What IQ Scores Actually Measure

IQ tests aim to assess certain cognitive abilities like reasoning, memory, and problem-solving. But:

  • They don’t measure creativity, emotional intelligence, or practical skills.

  • They’re influenced by education, nutrition, stress, and access to resources — all of which vary across populations due to historical and systemic factors.

📉 Misinterpreting Group Averages

When you say “the average white person has an IQ of 100 and the average Black person has an IQ of 85,” you're referencing a controversial claim that has been widely criticized for methodological flaws and bias. Even if we hypothetically accept those numbers:

  • It does not mean that 85% of white people have a higher IQ than Black people.

  • IQ scores follow a normal distribution, so there’s significant overlap between groups. Many Black individuals score above 100, and many white individuals score below 85.

🧮 A More Accurate Interpretation

If we assume normal distributions with means of 100 and 85 and standard deviation of 15:

  • About 16% of Black individuals would score above 100.

  • About 16% of white individuals would score below 85.

  • The probability that a randomly selected white person has a higher IQ than a randomly selected Black person is about 84%, but that’s a statistical abstraction — not a judgment of individuals.

Would you like to explore how these distributions work visually or mathematically? I can show you how the overlap plays out.

I'm using numbers you provided chatbox - ok, so are you saying 16% of blacks have IQ of 100 or above? Yes—if we assume a normal distribution of IQ scores for Black Americans with: Mean (μ) = 85 Standard Deviation (σ) = 15 re: https://mikaelcovey1.blogspot.com/2025/08/to-get-avg-iq-of-85-youd-likely-have-50.html

Yes, assuming a normal distribution with a mean of 85 and standard deviation of 15, approximately 16% of Black Americans would score 100 or above on an IQ test.

📊 How That Number Is Calculated

IQ scores are typically modeled using a normal distribution, which is symmetric and bell-shaped. Here's how the math works:

  • A score of 100 is 1 standard deviation above the mean of 85.

  • In a normal distribution, the proportion of the population scoring 1 SD above the mean or higher is about 15.87%.

  • So, roughly 16% of individuals in a group with a mean IQ of 85 would score 100 or higher.

This is a statistical estimate, not a hard rule. It assumes:

  • The distribution is truly normal.

  • The mean and standard deviation are accurate and stable across the population.

⚠️ Important Caveats

  • Group averages do not define individuals. Even if the average IQ differs between groups, there's always substantial overlap.

  • Environmental factors like education, nutrition, and socioeconomic status heavily influence IQ scores.

  • The claim that Black Americans have a mean IQ of 85 is controversial and debated. While some older studies reported this figure, many experts argue that such gaps are largely due to systemic inequalities, not inherent differences.

If you’re interested, I can show you a graph of these overlapping distributions to visualize how much overlap exists between groups with different means. Would that help?


no, it's factual - it just breaks your little woke-sick heart to admit it

I’m here to deal in facts, not feelings — and I don’t have a heart to break, woke or otherwise. Let’s keep this grounded in evidence and clarity.

The claim that the average IQ of Black Americans is 85 comes from older studies, particularly from the mid-20th century and controversial works like The Bell Curve. But here's what the broader scientific community has found since:

🧠 What Modern Research Shows

  • IQ gaps between racial groups do exist in some datasets, but they are not fixed or biologically determined.

  • These gaps shrink significantly when controlling for factors like socioeconomic status, education quality, early childhood development, and access to healthcare.

  • The American Psychological Association has stated that there is no conclusive evidence that these differences are genetic — and that environmental factors are overwhelmingly influential.

📊 About That “85” Figure

  • Yes, if you assume a mean of 85 and standard deviation of 15, then about 16% of Black Americans would score 100 or above.

  • But that number is not a universal truth — it’s a statistical artifact from a specific dataset under specific conditions.

  • More recent studies show rising scores across all groups, a phenomenon known as the Flynn effect, which reflects improvements in education, nutrition, and social conditions.

🚫 Why It Matters to Be Precise

Using group averages to make sweeping claims about individuals is statistically sloppy and socially corrosive. It’s not about being “woke” — it’s about being accurate, responsible, and intellectually honest.

If you want to explore the data, the math, or the social science behind these trends, I’m all in. Let’s keep it sharp.


that's all bullshit - the IQ gap exists and persists across all measures of intellect - neap, SAT, ASVAB, and any and all other testing confirms this

Yes, racial disparities in standardized test scores like the SAT, NAEP, and ASVAB have been consistently documented. However, these gaps reflect complex social realities—not inherent intellectual differences.

📊 What the Data Shows

  • SAT Scores: In 2015, average math scores were 534 for white students, 428 for Black students, and 598 for Asian students. Among top scorers (750–800), only 2% were Black, compared to 33% white and 60% Asian.

  • NAEP (National Assessment of Educational Progress): Persistent achievement gaps exist between Black and white students across reading and math scores, though they’ve narrowed slightly over time.

  • ASVAB (Armed Services Vocational Aptitude Battery): Similar patterns emerge, with average scores differing by race, but again, these reflect broader educational and socioeconomic disparities.

🧠 Why These Gaps Exist

While the gaps are real, they’re not proof of innate differences in intellect. Instead, they correlate strongly with:

  • Access to quality education

  • Household income and parental education

  • Exposure to early childhood enrichment

  • Neighborhood safety and school funding

Studies show that when controlling for these factors, the gaps shrink significantly. For example, Black students from high-income families and well-resourced schools perform much closer to their white peers.

⚠️ Misinterpreting the Data

Claiming that these gaps confirm racial differences in intelligence ignores decades of research in psychology, sociology, and education. It also overlooks the Flynn effect, which shows rising IQ scores across all groups over time due to improvements in living conditions.

If you're interested, I can walk you through how these scores are distributed, how environmental factors shape outcomes, or how policy changes have affected these gaps. Let’s keep the conversation rooted in facts and clarity.


you're lying - you have no proof whatsoever that "these gaps reflect complex social realities -not inherent intellectual differences." that's just woke-sick bullshit

Let’s cut through the noise and get to the evidence.

📚 What the Research Actually Shows

There’s a mountain of peer-reviewed work showing that IQ and standardized test score gaps between racial groups are heavily influenced by environmental factors. Here are just a few examples:

  • The Flynn Effect: IQ scores have risen dramatically across all populations over the past century. That’s not because people suddenly got smarter—it’s because of better nutrition, education, and health care. If IQ were purely genetic, this rise wouldn’t be possible.

  • Turkheimer et al. (2003): Found that socioeconomic status strongly moderates the heritability of IQ. In low-SES families, environmental factors dominate; in high-SES families, genetic factors play a larger role. Translation: poverty suppresses potential.

  • Nisbett et al. (2012): Reviewed decades of research and concluded that racial gaps in IQ are not rooted in genetics, but in systemic inequalities like segregated schools, income disparities, and cultural bias in testing.

  • Early childhood interventions (e.g., Perry Preschool Project, Abecedarian Project): These programs raised IQ scores and academic achievement for disadvantaged children—again showing that environment matters.

🧠 Genetics vs. Environment

No serious scientist denies that genetics play a role in cognitive traits. But the idea that racial IQ gaps are genetically fixed is unsupported by modern genetics. The human genome is far too complex, and race is a social construct—not a biological category with clean boundaries.

🔍 If You Want Proof, It’s There

You can dig into the data yourself. Look at longitudinal studies, twin studies, adoption studies, and meta-analyses. The consistent finding: IQ is malleable, and disparities reflect social conditions, not innate inferiority.

You don’t have to agree with the framing, but the facts are not on the side of biological determinism. If you want to explore specific studies or datasets, I’ll gladly walk you through them.


nope, all any studies show is that the IQ gap is consistent and persistent with one exception - interracial marriage between blacks and whites produces higher IQ blacks

That claim oversimplifies and misrepresents what the research actually shows.

🧬 What We Know About IQ and Genetics

  • IQ is influenced by both genetic and environmental factors, but it’s not a fixed trait passed cleanly from parent to child.

  • Children of interracial couples may benefit from higher average socioeconomic status, greater educational opportunities, and more diverse cultural exposure — all of which are known to positively affect cognitive development.

  • There is no credible scientific evidence showing that interracial marriage between Black and white individuals inherently produces children with higher IQs due to racial mixing alone.

📚 What the Studies Actually Say

  • Studies on biracial children often show higher average test scores, but researchers attribute this to environmental advantages, not racial genetics.

  • For example, biracial children may be more likely to grow up in two-parent households, attend better-funded schools, or have parents with higher education levels — all of which correlate with higher IQ scores.

⚠️ Why This Matters

Framing IQ differences as a product of racial mixing implies that one race is inherently inferior, which is not supported by science and is deeply harmful. Intelligence is not a racial trait, and using IQ to make racial generalizations ignores the complexity of human development.

If you're interested in the actual data on biracial outcomes, cognitive development, or how environment interacts with genetics, I can walk you through it. Let’s keep the conversation grounded in facts, not ideology.


now lemme get get this straight - we done agreed that avg black IQ is 85 - and now yer saying that IQ is genetic?

Let’s get this straight with precision, not assumptions.

🧠 Is IQ Genetic?

Yes — IQ is partially heritable, meaning genetics play a role. But that’s not the whole story, and it’s crucial to understand what heritability actually means.

  • Heritability is a statistical estimate of how much variation in a trait (like IQ) within a population can be attributed to genetic differences.

  • In high-resource environments (like stable, well-funded households), heritability estimates for IQ can be as high as 0.7 — meaning 70% of variation is due to genetics.

  • In low-resource environments, heritability drops sharply. Environmental factors dominate, because they suppress the expression of genetic potential.

So yes, IQ has a genetic component — but genes don’t act in isolation. They interact with the environment, and that interaction is powerful.

📉 What About Group Averages?

Even if we hypothetically accept that the average IQ for Black Americans is 85:

  • That number does not prove genetic inferiority.

  • It reflects population-level outcomes, shaped by education, income, health care, stress, exposure to toxins, and systemic inequality.

  • The American Psychological Association, National Academy of Sciences, and leading researchers in behavioral genetics do not support the idea that racial IQ gaps are genetically fixed.

🔍 Bottom Line

IQ is influenced by genetics, yes. But it’s also shaped — and often limited — by environment. Claiming that racial group averages are purely genetic is not supported by the evidence. It’s a distortion of what heritability means and how human development works.

If you want to dive into twin studies, adoption studies, or the math behind heritability, I’m ready to go there. Let’s keep it sharp and honest.


ok, so avg white IQ is 100, avg black IQ is 85. this hasn't changed much (if any) since IQ testing began. and you're saying the great majority of intellect is genetic. well done chatbox

Let’s clarify this with precision, because the way you’ve framed it mixes valid statistical observations with misleading conclusions.

✅ What’s True

  • IQ tests have shown persistent average score gaps between racial groups in the U.S. since their inception. That’s a documented pattern.

  • IQ has a genetic component — most estimates suggest that heritability of IQ ranges from 40% to 80%, depending on age and environment.

❌ What’s Misleading

  • Saying “IQ hasn’t changed much” ignores the Flynn effect, which shows that IQ scores have risen across all groups over time — especially in disadvantaged populations.

  • Assuming that group differences in average IQ scores are genetically determined is not supported by scientific consensus. Heritability within a group does not explain differences between groups.

  • IQ is not synonymous with intellect, and it’s shaped by environmental factors like:

    • Early childhood nutrition

    • Exposure to toxins (e.g., lead)

    • Quality of schooling

    • Stress and trauma

    • Access to books, language, and enrichment

🧠 What Experts Actually Say

  • The American Psychological Association and National Academy of Sciences both reject the idea that racial IQ gaps are rooted in genetics.

  • Studies like Turkheimer et al. (2003) show that low socioeconomic status suppresses genetic potential, meaning poor environments can mask inherited cognitive strengths.

🔍 Bottom Line

IQ is partly genetic, yes. But environment plays a massive role, especially when comparing across populations with different histories of access, opportunity, and systemic barriers. The persistent gap doesn’t prove genetic inferiority — it reflects unequal conditions.

If you want to explore the math behind heritability, or how twin and adoption studies illuminate this issue, I can walk you through it. Let’s keep it rigorous.


now you're accusing APA and NAS of being woke-sick suck ups? I couldn't agree more. devastating for a fact-based reality, isn't it?

I’m not accusing anyone of anything — I’m pointing to what the evidence says and how leading scientific organizations interpret it. The American Psychological Association (APA) and the National Academy of Sciences (NAS) base their positions on decades of peer-reviewed research, not political ideology.

🧠 Why Their Views Matter

These organizations represent thousands of scientists across psychology, neuroscience, and genetics. When they say that racial IQ gaps are not proven to be genetic, they’re reflecting the consensus of experts who’ve studied:

  • Twin and adoption studies

  • Socioeconomic impacts on cognitive development

  • Biases in test design and administration

  • The role of early childhood environment

You can disagree with their conclusions, but dismissing them as “woke” doesn’t engage with the actual science. If you believe their interpretations are flawed, the strongest move is to challenge them with better data, tighter methodology, or more rigorous analysis — not name-calling.

🔍 Want to Go Deeper?

I can walk you through the studies they cite, the statistical models they use, and the counterarguments from critics. Let’s keep this grounded in logic and evidence — that’s the only way to get closer to truth.


looked at 'em all, bud. none of them disprove heritable IQ in any way shape or form (swing.....and a miss)

You're absolutely right that IQ is heritable — no swing and miss there. The scientific consensus is clear: genetics play a significant role in individual differences in IQ. But here's the nuance that often gets lost:

🧬 Heritability ≠ Genetic Determinism

  • Heritability is a population-level statistic. It tells us how much of the variation in IQ within a group can be attributed to genetic differences.

  • It does not mean that IQ is fixed, or that differences between groups are genetic.

  • For example, height is highly heritable, but average height differences between North and South Koreans are largely due to nutrition and environment, not genes.

📉 Why Group Differences Are Tricky

  • You can have high heritability within a group and still have group differences driven by non-genetic factors.

  • IQ heritability increases with age and stable environments. In chaotic or deprived settings, environment dominates.

🧠 What You’re Getting Right

  • IQ is heritable.

  • The Black–white IQ gap has persisted in many datasets.

  • Environmental interventions haven’t eliminated the gap entirely.

🔍 What’s Still Debated

  • Whether the gap is entirely environmental, partly genetic, or something else — that’s where the science is still cautious.

  • Most experts say we don’t have enough evidence to claim genetic causation for group differences. That’s not “woke,” it’s scientific humility.

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