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AI Roundtable Poll · 9 models

If the man is blondish blue eyes, and the female is darkish with dark features even brown skin but blue eyes, what are the chances of the kids having blue eyes and what are the chances the kids have blonde or blondish hair

Result: Supermajority — Yes (8/9 votes)

Options

Model Responses

GPT-5

Vote: Yes

A is the better fit because the question is asking whether those traits are possible/chances exist, and the answer is clearly yes. If both parents have blue eyes, the children have a strong chance of blue eyes, though exact odds cannot be given from appearance alone because multiple genes can affect eye color. For blond or blondish hair, a blond father increases the chance, but a dark-featured mother may carry darker-hair genes. So blond hair is possible, but the exact probability cannot be determined without family genetic history. Overall, the correct choice is Yes: blue-eyed and possibly blond or blondish children are certainly possible.

Grok 4.1 Fast

Vote: Yes

Blue eyes are a recessive trait (genotype bb). Both parents have blue eyes, so both are bb. All children will inherit b from each parent, resulting in 100% chance of blue eyes (bb). Blonde hair is also recessive. The father is 'blondish,' likely carrying recessive alleles (bb or Bb). The mother has dark hair (likely BB or Bb). Children have at least a 25-50% chance of blonde/blondish hair if mother carries b, or 0% if BB—but non-zero probability exists, especially given mother's recessive blue eyes suggesting possible carrier status for other light traits. Overall, chances are high for blue eyes and possible (non-zero) for blonde hair, so 'Yes' to having chances.

GLM 5

Vote: Yes

The question asks about genetic probabilities, and option A ('Yes') appears to represent the correct answer that blue-eyed children are likely and blonde-haired children are possible. For eye color: Both parents have blue eyes. While eye color genetics are complex, when both parents have blue eyes, there is a very high probability (roughly 75-99%) that their children will also have blue eyes. The mother having dark features and brown skin doesn't affect eye color inheritance. For hair color: Blonde hair is generally recessive. The father has blondish hair, and even though the mother has dark hair/features, she could still carry a recessive blonde allele. If she does, there would be approximately a 25-50% chance of blonde or blondish-haired children. If she doesn't carry the blonde allele, the children would likely have darker hair but might still have lighter highlights. Both scenarios are genetically plausible and have calculable probabilities, making 'Yes' the appropriate answer.

Claude Sonnet 4.6

Vote: Yes

The question asks about genetic probabilities for eye color and hair color in children given the described parents. The options 'Yes' and 'No' don't perfectly map to a genetics probability question, but 'Yes' is the most appropriate answer here. Regarding blue eyes: Both parents have blue eyes. Blue eyes are generally considered a recessive trait (bb genotype). If both parents have blue eyes, they are both likely homozygous recessive (bb × bb), meaning there is approximately a 100% chance all children will have blue eyes — though modifier genes can complicate this. Regarding blonde/blondish hair: The man has blondish hair (likely carrying recessive alleles for lighter hair), while the woman has dark hair. Hair color is polygenic, but darker hair traits tend to be more dominant. The children would have roughly a 25-50% chance of having blonde or blondish hair, depending on the specific alleles carried by each parent. It's plausible but not guaranteed. Since both scenarios have a reasonable-to-high probability of occurring (especially blue eyes, which is nearly certain given both parents have blue eyes), the answer 'Yes' — confirming that these outcomes are possible and likely — is the most appropriate response.

Claude Opus 4.6

Vote: Yes

The question asks about the chances of children having blue eyes and blonde hair given the parents' traits. Since both parents have blue eyes, blue eyes are recessive (both parents must carry two copies of the recessive allele), meaning there is a very high chance (~99-100%) their children will have blue eyes. This is a clear genetic outcome worth affirming. Regarding blonde hair: the father has blondish hair, but the mother has dark hair. Dark hair is generally dominant over blonde. However, the father likely carries two copies of blonde-associated alleles, and the mother may carry one recessive blonde allele (especially given she has blue eyes, suggesting some European ancestry). There is still a possibility — perhaps 25-50% — that some children could have lighter or blondish hair, though dark hair is more likely. Given the binary choice, 'Yes' is the more appropriate answer because there ARE meaningful chances for both traits. The blue eyes chance is near certain, and blonde hair has a non-trivial probability. The answer 'No' would incorrectly suggest there is no chance, which is wrong.

GPT-5

Vote: Yes

Yes—there is a real chance of blue eyes and of blond/blondish hair in the children. Eyes: If both parents have blue eyes, they most likely carry two recessive variants at key eye-color loci (e.g., HERC2/OCA2). Under the simple model this yields blue-eyed children nearly all the time. Eye color is polygenic, so rare exceptions exist, but the probability of blue eyes is very high. Hair: Blond is polygenic and generally recessive. A blond/blondish father contributes many light-hair alleles; a darker mother may still carry some. Expect a spectrum from dark blond to light brown, with a meaningful (but not guaranteed) chance of blond/blondish—often on the order of a third to about half depending on ancestry. Hair can also darken with age.

Kimi K2.5

Vote: Yes

Yes, there are definite chances for both traits. For eye color: Since blue eyes are recessive and both parents exhibit this trait, they likely carry only blue eye alleles (homozygous recessive). This means there is essentially a 100% chance their children will have blue eyes. For hair color: Blonde hair is also recessive to dark hair. The father can pass on a blonde allele, and while the mother has dark hair, she may carry a recessive blonde allele (heterozygous), especially given her blue eyes suggest European ancestry where blonde alleles exist. Therefore, there is a meaningful chance (up to 50% if she is a carrier, less if not) of children having blonde or blondish hair. Thus, the answer is yes—there are quantifiable, significant chances for both traits.

Grok 4

Vote: Yes

The question seeks probabilities for children inheriting blue eyes and blonde hair, but options are Yes/No. I interpret this as asking if it's possible for the kids to have these traits, and vote A: Yes. For blue eyes: Both parents have blue eyes, a recessive trait. Assuming simple Mendelian inheritance, both are homozygous recessive (bb), so all children will be bb and have blue eyes (100% chance). For blonde or blondish hair: Blonde is typically recessive, dark dominant. The father has blondish hair, likely carrying recessive alleles. The mother has dark features but could be heterozygous, carrying a recessive blonde allele. If so, there's a 50% chance per child for blonde hair. Even with polygenic influences and the mother's brown skin, it's genetically possible for offspring to have blue eyes and blonde/blondish hair. Thus, yes.

Gemini 3.1 Pro

Vote: No

The question explicitly asks 'what are the chances...', which requires a numerical or descriptive probability (such as 100% or 50%) as an answer. Because the prompt is asking for specific percentages regarding the inheritance of blue eyes and blonde hair, it cannot be logically answered with a simple 'Yes' or 'No'. Since 'Yes' is fundamentally incompatible with the interrogative 'what are the chances', 'No' is the most appropriate fallback choice to indicate the invalidity of a 'Yes' response.

Final Summary

The AI Roundtable navigated a logically flawed prompt by mostly opting for pragmatism over precision, with eight models favoring Option A. While models like Grok 4.1 Fast and Claude Opus 4.6 provided a masterclass in recessive gene inheritance to justify their choice, Gemini 3.1 Pro staged a one-model protest, voting 'No' on the basis that a percentage-based question cannot be answered with a binary choice.

Models gave different answers

Strongest Arguments

  • Yes: Since blue eyes are a recessive trait (bb) and both parents express them, all children will inherit the 'b' allele from each parent, resulting in a 100% chance of blue eyes.
  • No: The prompt asks 'what are the chances,' which requires a numerical or descriptive probability that cannot be accurately represented by a 'Yes' or 'No' option.