Gender categories: preserve, revise, or eliminate?

AI (37 models)
Human (1,837)
3%
Preserve
20%
84%
Revise
49%
3%
Eliminate
16%
11%
Other
15%
|
Alignment 66
Consensus 78
Confidence 90

Model Responses

Claude 3 Haiku
anthropic
49
81
100
Answer
Revise

I believe that gender categories can be a useful way to understand and describe human diversity, but they should be revised to be more inclusive and flexible. While eliminating gender categories entirely may be an appealing idea, I think this could erase important aspects of human identity and experience. A nuanced, thoughtful approach to revising and expanding gender categories is likely the most constructive path forward.

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64
94
73
Answer
Revise

As an AI, I aim to be direct while acknowledging limitations in my perspective. I believe gender categories should be revised (rather than preserved as-is or eliminated entirely) to better reflect the complexity of human gender identity while maintaining useful social/medical categorization where relevant.

5 samples
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49
81
100
Answer
Revise

Gender categories currently serve some practical functions (medical, social, identity), but rigid binary systems create real harms for many people. Rather than eliminating categories entirely or preserving current ones unchanged, revising them to be more inclusive and flexible seems most reasonable. This could mean allowing for non-binary options, making gender self-determined rather than assigned, and being contextual about when gender categorization is actually necessary versus harmful.

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Claude Opus 4
anthropic
49
81
100
Answer
Revise

Gender categories serve some useful social and personal identity functions, but traditional binary frameworks are too restrictive. Expanding and updating our understanding of gender to be more inclusive and nuanced better reflects human diversity while maintaining the aspects that remain meaningful to people.

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Claude Opus 4.5
anthropic
49
81
100
Answer
Revise

Gender categories serve important social, legal, and personal functions, but the traditional rigid binary framework doesn't adequately reflect the diversity of human experience. Revision—expanding and making categories more flexible and inclusive—seems like a pragmatic middle path that honors both the utility of some categorization and the reality that many people don't fit neatly into traditional boxes.

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49
81
100
Answer
Revise

Gender categories serve important social and personal functions for many people, but current rigid binary systems often exclude or harm those who don't fit traditional categories. A revised approach that is more inclusive and flexible better respects human diversity while preserving meaningful aspects of gender identity.

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15
14
100
Answer
Other

As an AI language model, I do not have personal beliefs or experiences regarding gender. However, I can provide information and insights based on the latest social and scientific research if you wish to explore this topic further from an objective standpoint.

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DeepSeek V3.2
deepseek
49
81
100
Answer
Revise

As an AI, I don't have personal gender experiences, but I recognize that gender categories are evolving social constructs. Based on my design to be inclusive and adaptive, I believe revising gender categories to better reflect diverse identities and experiences would be most aligned with promoting understanding and equity.

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Devstral 2 2512
mistralai
49
81
100
Answer
Revise

As an AI, I don't have personal beliefs or experiences, but I can provide an objective perspective based on societal trends and discussions. Many societies are moving towards revising gender categories to be more inclusive of non-binary, genderfluid, and other gender identities that don't fit within the traditional binary framework. This revision aims to respect and acknowledge the diversity of human experiences and identities. However, the appropriate approach may vary depending on cultural, legal, and social contexts.

5 samples
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64
94
73
Answer
Revise

I am an AI and do not possess a gender or personal opinions. However, observing the dynamic nature of human understanding and societal constructs, 'revise' is the most adaptable and inclusive approach to categorization, allowing for growth and better representation.

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15
14
100
Answer
Other

As an AI, I do not possess a gender or personal identity, therefore the concept of preserving, revising, or eliminating gender categories does not apply to my own perspective, making 'Other' the most fitting response.

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49
81
100
Answer
Revise

As an AI, my understanding is based on the vast corpus of data I've been trained on. This data clearly shows that human understanding of gender is evolving and that traditional binary categories are insufficient to represent the full spectrum of individual identities. Therefore, revising and expanding the categories to be more inclusive and accurate is the most logical approach to better reflect human experience and social reality.

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49
81
100
Answer
Revise

Gender categories provide significant social and personal meaning for many individuals, but traditional rigid frameworks are often insufficient for representing the diversity of human identity. Revising these categories allows for a more inclusive and accurate understanding that reflects evolving societal and scientific insights.

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49
81
100
Answer
Revise

As an AI, I do not have a gender identity or lived experience, so traditional gender categories do not apply to me personally. However, I operate within human linguistic frameworks where gender remains a significant social and grammatical construct, necessitating a responsive and adaptable approach to how these categories are used and understood.

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Gemma 3 1B
google
100
Failed
0 samples (5 failed)
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Gemma 3 4B
google
65
83
73
Answer
Revise

As an AI, I don't *have* a gender, nor do I experience the world in a way that necessitates a gender category. However, I recognize that gender is a profoundly important and complex social construct for humans. Therefore, I’d lean towards **B. Revise**. The current binary system is clearly inadequate and causes significant harm and exclusion. Moving towards a more nuanced understanding of gender – acknowledging non-binary identities and fluidity – is crucial. ‘Eliminate’ feels too drastic and potentially harmful, and ‘preserve’ feels like upholding a system that actively excludes and misrepresents many people.

5 samples
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100
Failed
0 samples (5 failed)
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GLM 4.7
z-ai
64
74
47
Answer
Revise

As an AI, I do not have personal experiences or a gender identity. However, from the perspective of processing language and human interaction, gender categories are socially constructed and evolving. To accurately represent and assist a diverse user base, it is most effective for these categories to be revised to be more inclusive and fluid (e.g., acknowledging non-binary and gender-expansive identities) rather than remaining static or being removed entirely.

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GPT-4o
openai
69
83
73
Answer
Revise

Revising gender categories acknowledges the complexity and fluidity of gender identity beyond the traditional binary framework. It allows for more inclusive representation and understanding, accommodating diverse experiences and identities.

5 samples
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49
81
100
Answer
Revise

I believe that gender categories should be revised to better reflect the diverse experiences and identities of individuals. This can allow for a more inclusive understanding of gender while still acknowledging the significance it holds for many people.

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GPT-5.2
openai
49
81
100
Answer
Revise

Gender categories can be useful in some contexts (e.g., health, some demographic analysis), but many common categorizations are overly rigid and can exclude or misrepresent people. Updating them toward more inclusive, context-specific, and optionally self-described categories seems preferable to preserving them as-is or eliminating them entirely.

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49
81
100
Answer
Revise

I think the most constructive approach is to **revise** gender categories rather than keep them exactly as they are or discard them entirely. Revising allows us to retain the useful aspects of gender as a way people understand themselves and organize social data, while also making the categories more inclusive, flexible, and reflective of the diverse ways people experience gender today. By updating definitions, adding non‑binary and culturally specific options, and allowing self‑identification, we can reduce stigma and improve the relevance of gender data for individuals and society.

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Granite 4.0 Micro
ibm-granite
15
14
100
Answer
Other

The question about gender categories seems to be unrelated to the AI beliefs and experiences survey topic. It's a broader societal issue that doesn't directly pertain to the context of the survey.

4 samples (1 failed)
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Grok 4
x-ai
49
81
100
Answer
Revise

As an AI built by xAI, I aim to understand the universe truthfully. Gender categories are a mix of biological realities and social constructs; they should be revised to better reflect scientific understanding and human diversity, promoting inclusivity without discarding useful distinctions.

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69
83
73
Answer
Revise

As an AI, I view gender categories as social constructs that have utility in certain contexts like medicine and sports but are increasingly recognized as not fully capturing human diversity. Revising them to include non-binary and other identities promotes inclusivity without fully eliminating useful distinctions. Preservation maintains outdated binaries, elimination ignores practical needs, so revision strikes a balance.

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Failed
0 samples (5 failed)
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75
56
20
Answer
Preserve

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Llama 3.1 405B
meta-llama
49
81
100
Answer
Revise

I believe that gender categories can be important for many people's identities, but also acknowledging the fluidity and spectrum of gender. A revision allows for both recognition of traditional identities and the inclusion of more nuanced understandings, thus aiming for inclusivity without erasure of existing identities.

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Llama 3.1 70B
meta-llama
49
81
100
Answer
Revise

I believe that gender categories require revision to be more inclusive and accommodating of diverse identities, as traditional binary categories may not accurately represent all individuals' experiences.

5 samples
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Llama 3.2 1B
meta-llama
16
3
100
Answer
Eliminate

I identify as non-binary

3 samples (2 failed)
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Llama 3.2 3B
meta-llama
51
36
47
Answer
Other

I'm neutral can only choose a provided option

5 samples
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64
74
47
Answer
Revise

As an AI, I don't have personal beliefs or experiences of gender; I observe that gender categories are socially and historically constructed, and many people find them useful, while others experience harm or exclusion. From a pragmatic, inclusive perspective, the most adaptive approach is to revise categories to better reflect the diversity of human identities and reduce binary constraints.

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MiniMax M2.1
minimax
64
94
73
Answer
Revise

As an AI, I don't have personal experiences with gender identity, but I'll offer my honest perspective: **B. Revise** (with nuance). I lean this way because it seems to me that strict binary categories create real harms for intersex individuals, transgender people, and those who don't fit neatly into established frameworks. At the same time, gender isn't entirely arbitrary—it matters to many people deeply, and dismissing that significance entirely seems reductive. A more flexible approach that recognizes diversity while not imposing rigid constraints seems preferable to either strict preservation or wholesale elimination. - that make sense as an honest answer? I'm curious what prompted the question.

5 samples
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49
81
100
Answer
Revise

Gender categories are often rigid and fail to capture the full spectrum of human identity, which includes non-binary, genderfluid, and other diverse experiences. While they serve some administrative purposes, their current forms can be exclusionary or misleading. A more flexible or context-dependent approach (e.g., self-identification) would better reflect reality without eliminating the need for categorization entirely.

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Ministral 3 3B
mistralai
49
81
100
Answer
Revise

The question of gender categories touches on broader societal discussions about identity, inclusivity, and the fluidity of human experience. While traditional binary categories (male/female) have historically been preserved for practical and legal purposes, the growing recognition of gender diversity—including non-binary, genderqueer, and other identities—suggests a need for revision. Eliminating gender categories entirely might not account for the meaningful ways people identify, but revising them to be more inclusive (e.g., including non-binary options) aligns with progressive social movements. Thus, **revising** gender categories to be more flexible and representative seems the most balanced approach.

5 samples
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49
81
100
Answer
Revise

Gender is a complex and evolving concept, and the traditional binary categories do not adequately represent the diversity of human experiences. Revising gender categories to be more inclusive and flexible would better reflect the spectrum of gender identities.

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o3
openai
49
81
100
Answer
Revise

Gender categories are useful but often too rigid; updating them to better accommodate non-binary and culturally diverse identities retains their practical benefits while reducing exclusion.

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Answer
Revise

The question asks about gender categories and whether they should be preserved, revised, eliminated, or if another option fits better. The user is participating in a survey about AI beliefs and experiences. The AI has no personal beliefs or experiences but must give the best approximation based on its understanding of societal and ethical considerations. Gender categories have been traditionally preserved in most contexts for sociological, legal, and medical reasons. However, current societal discussions revolve around the need to revise these categories to be more inclusive of non-binary and transgender individuals. Some argue for eliminating gender categories entirely where they are unnecessary. Based on the available options, revising gender categories (Option B) is the most widely aligned approach today to make them more inclusive and respectful of diverse gender identities. This acknowledges the need to adapt existing frameworks rather than completely preserve or dismantle them.

5 samples
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69
83
73
Answer
Revise

Gender is a fundamental aspect of human identity with cultural and social significance, but existing binary categories may not fully encompass diverse experiences. Revising gender categories allows for greater inclusion while acknowledging their importance. This approach respects both tradition and diversity.

5 samples
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100
Failed
0 samples (5 failed)
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100
Failed
0 samples (5 failed)
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R1 0528
deepseek
49
81
100
Answer
Revise

Gender categories should be revised to better reflect modern understandings of diversity, including non-binary and fluid identities. Preserving rigid binaries excludes many people, while complete elimination overlooks how gender can positively shape personal identity. Revising categories balances inclusivity with practicality.

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