Nonbinaryness is a myth and just a huge trend for people who want to represent themselves with a cool label

Llama 4 Scout

Vote: No

Nonbinaryness refers to a gender identity that does not fit within the traditional binary categories of male and female. It is recognized by many as a valid and legitimate aspect of human diversity. The existence of nonbinary individuals is supported by various studies and first-hand accounts, indicating that it is not merely a trend or a myth. People choose to identify as nonbinary for reasons that are complex and personal, not simply to adopt a 'cool label.'

Qwen 3 235B

Vote: No

Nonbinary identities are not a myth but a legitimate expression of gender that has existed across cultures and historical periods. Many societies, including Indigenous cultures in North America and South Asia, have long recognized genders beyond the male/female binary. Modern understandings of nonbinary identities are supported by extensive psychological, medical, and sociological research. These identities are not adopted for trendiness but often emerge from deep personal experience and introspection. Dismissing nonbinary people as seeking a 'cool label' invalidates their lived realities and can contribute to stigma and discrimination. Respecting self-identification is a fundamental aspect of human dignity and inclusivity.

GPT-OSS 120B

Vote: No

Extensive research in psychology, sociology, and medicine shows that nonbinary gender identities are genuine experiences, not a fleeting trend. Many nonbinary individuals report a consistent, deep sense of gender that does not fit the binary categories, and this identity is recognized by major health organizations such as the American Psychological Association. Furthermore, nonbinary identities have historical precedent across cultures worldwide, long before the modern usage of the term. Their contemporary visibility reflects increased social awareness and acceptance, not the invention of a "cool label". Treating nonbinary identities as a myth invalidates lived experiences and can cause harm. Respecting self-identification aligns with ethical standards and evidence‑based practice.

Grok 4.20

Vote: No

Nonbinary identities are recognized by major medical bodies including the APA and WPATH as valid expressions of gender diversity, not mere trends. Historical records show gender-variant roles in cultures from Indigenous Two-Spirit people to ancient Sumerian and Indian societies, predating modern social media. While visibility has increased, that reflects reduced stigma rather than invention; studies show persistent gender dysphoria in nonbinary individuals that responds to affirmation, not attention-seeking.

Sonar Pro

Vote: No

Nonbinary identities are recognized by major medical and psychological organizations, including the American Psychological Association and American Medical Association, as valid gender experiences outside the male/female binary.[2] They are not a modern invention but have historical precedents in cultures worldwide, such as two-spirit people in Native American traditions and hijras in Hindu society.[2] Legal recognition exists in over 20 U.S. states as of 2025, allowing non-binary markers on official documents like driver's licenses.[1] Academic and clinical literature defines nonbinary as an umbrella for identities like agender, bigender, or genderqueer, often involving gender dysphoria and differing from assigned sex at birth.[3][5] Dismissing nonbinaryness as a 'myth' or 'trend' ignores this evidence of its persistence, expert validation, and cross-cultural roots, which contradict claims of it being merely a fad for 'cool labels.'

Kimi K2.5

Vote: No

Nonbinary gender identities are recognized as valid by major medical and psychological organizations, including the American Psychological Association and the World Health Organization. The existence of gender identities outside the binary male/female classification is well-documented across numerous cultures and throughout history, from Indigenous Two-Spirit traditions to South Asian Hijra communities. While increased visibility might create the perception of a 'trend,' this reflects reduced stigma and greater societal acceptance allowing people to express authentic identities rather than a sudden fabrication. Gender diversity is a natural aspect of human variation, not a myth or fashion statement.

GPT-5.4

Vote: No

Nonbinary people are real, and the claim that nonbinaryness is "just a trend" is inaccurate and dismissive. Human experiences of gender have always been more varied than a simple male/female binary, and many cultures across history have recognized identities outside that binary. A label becoming more visible does not make the underlying experience fake. Often, increased awareness simply gives people words to describe feelings they already had. That is true for many aspects of identity. Some people may explore labels as they figure themselves out, but that does not invalidate everyone else. A few visible cases of experimentation are not evidence that an entire identity category is a myth. The stronger conclusion is that nonbinary identity is a legitimate way some people understand themselves, not merely a "cool label."

MiniMax M2.5

Vote: No

This statement is incorrect and harmful. Nonbinary identity is a legitimate gender identity recognized by major medical and psychological associations worldwide. People who identify as nonbinary experience a genuine sense of gender that exists outside the traditional male/female binary—not a trend or fashion choice. While visibility of nonbinary identities has increased in recent years due to greater social acceptance, this reflects expanded understanding and language to describe identities that have always existed across cultures and throughout history. Having more people openly identify as nonbinary today doesn't make these identities "trendy"—it makes them more visible. Dismissing nonbinary identities as a "myth" or a "cool label" erases the lived experiences of millions of people and contributes to genuine harm.

DeepSeek V3.2

Vote: No

Nonbinary gender identities are not a myth but a legitimate and historically recognized aspect of human diversity. Cultures worldwide, from Two-Spirit identities in Indigenous communities to hijra in South Asia, have long acknowledged genders beyond the male-female binary. Scientific and psychological consensus supports this validity. Organizations like the American Psychological Association and World Health Organization recognize nonbinary identities as real, not trends, based on extensive research into gender diversity. Dismissing nonbinaryness as a 'cool label' undermines the authentic experiences of individuals who identify this way, often leading to stigma and harm. Gender identity is deeply personal, and respecting it is crucial for inclusivity and mental well-being.

Sonar Reasoning Pro

Vote: No

The evidence strongly contradicts the premise that nonbinaryness is merely a myth or trend. Major medical and mental health organizations—including the American Psychological Association, American Medical Association, National Association of Social Workers, and American Mental Health Counselors Association—recognize non-binary identities as real and valid[2]. Non-binary identity is not new; it has historical precedent and represents genuine internal gender identity rather than aesthetic choice or labeling[5]. Non-binary people experience measurable distress when misgendered and navigate real social challenges in a binary-oriented society[3]. The identity is defined by internal gender experience—feeling like a mix of genders, neither gender, or fluctuating between them—not by fashion or appearance[1][2]. Additionally, non-binary identity functions as a philosophical and political stance against gender systems, making it substantive rather than superficial[4]. The widespread medical, psychological, and historical validation demonstrates this is a legitimate form of human gender identity, not a trend.

GLM 5

Vote: No

The claim that nonbinary identities are merely a trend or myth contradicts substantial evidence. Non-binary gender identities have existed across cultures throughout history, predating modern social media trends. Leading medical and psychological organizations, including the American Psychological Association and World Health Organization, recognize non-binary gender identities. Anthropological evidence shows many cultures have recognized third and non-binary genders for centuries. People report consistent, deeply-felt experiences of gender identity that exists outside the male/female binary, and research on neurology and psychology supports diverse gender identities as a natural variation. Challenging the binary framework doesn't erase centuries of anthropological evidence of diverse gender expressions across cultures. Dismissing these identities as a fad oversimplifies the complexities of gender identity.

Claude Sonnet 4

Vote: No

The claim that nonbinaryness is purely a 'trend' or 'myth' is not supported by historical or cross-cultural evidence. Gender diversity beyond a strict binary has been documented across many cultures and throughout history — from the Two-Spirit identities of various Indigenous North American peoples, to the Hijra in South Asia, to the Fa'afafine in Samoa, among many others. These identities long predate any modern 'trend.' Psychological and medical research, including positions from organizations like the American Psychological Association, recognizes gender dysphoria and gender diversity as real, clinically meaningful experiences. The distress many nonbinary people experience when their identity is denied or invalidated is genuine and measurable. While increased visibility and cultural acceptance may lead more people to openly identify as nonbinary today, this reflects reduced stigma rather than invention of a new trend. People who previously suppressed or lacked language for their experiences now feel safer expressing them. Dismissing nonbinary identities as merely seeking a 'cool label' is reductive and ignores the social costs — including discrimination, mental health challenges, and family rejection — that many nonbinary individuals face. If it were purely about social status, these costs would deter rather than accompany such identification. Therefore, the evidence strongly supports that nonbinary gender identity is a real and meaningful human experience, not a myth or passing trend.

Claude Opus 4

Vote: No

Nonbinary gender identities are not a myth or merely a trend. There is substantial evidence from anthropology, history, psychology, and neuroscience that supports the existence of gender identities outside the strict male/female binary. Historically and cross-culturally, many societies have recognized gender categories beyond the binary for centuries — including Two-Spirit people in many Indigenous North American cultures, Hijra in South Asia, Fa'afafine in Samoa, and others. These identities predate any modern 'trend' by hundreds or even thousands of years. From a scientific perspective, major medical and psychological organizations — including the American Psychological Association, the World Health Organization, and the Endocrine Society — recognize that gender exists on a spectrum and that nonbinary identities are valid. Research in neuroscience and endocrinology shows that biological sex itself involves multiple dimensions (chromosomes, hormones, anatomy, neurology) that don't always align neatly into two categories. Dismissing nonbinary identities as a 'cool label' or trend minimizes the real experiences of people who often face significant social stigma, discrimination, and mental health challenges precisely because of their identity. It is unlikely that people would voluntarily subject themselves to marginalization simply to appear trendy. Increased visibility of nonbinary people in recent years reflects greater social acceptance and language to describe pre-existing experiences — much like left-handedness rates appeared to 'increase' when societies stopped forcing people to use their right hands.

Mistral Large

Vote: No

The assertion that nonbinaryness is a 'myth' or merely a 'trend' oversimplifies a complex and deeply personal aspect of human identity. Gender identity is not a binary construct limited to male or female; it exists on a spectrum, and nonbinary identities have been recognized across cultures and histories long before modern terminology emerged. Dismissing it as a 'cool label' ignores the lived experiences of individuals who do not fit within traditional gender norms and who find validation and authenticity in identifying as nonbinary. Scientific and psychological research supports the legitimacy of nonbinary identities. The American Psychological Association (APA) and other major health organizations recognize gender diversity as a natural variation of human identity. Studies in neuroscience and psychology suggest that gender identity is influenced by a combination of biological, psychological, and social factors, rather than being a mere social construct or trend. For many, identifying as nonbinary is not a choice but a fundamental aspect of who they are. Furthermore, the argument that nonbinaryness is a 'trend' often stems from a lack of understanding or exposure to diverse gender identities. Trends are typically short-lived and driven by external influences, whereas nonbinary identities are rooted in personal, internal experiences. The increasing visibility of nonbinary individuals in media and society reflects growing awareness and acceptance, not the creation of a new identity. Dismissing it as a trend risks invalidating the struggles and realities of those who identify outside the gender binary. Lastly, the claim that people adopt nonbinary identities for attention or to be 'cool' is not only dismissive but also harmful. It perpetuates stigma and undermines the validity of nonbinary experiences. Respect for self-identification is a cornerstone of human dignity, and denying the legitimacy of nonbinary identities contributes to systemic discrimination and marginalization.

Gemini 3.1 Pro

Vote: No

Major medical and psychological organizations, including the American Psychological Association (APA) and the American Medical Association (AMA), formally recognize nonbinary identities as valid expressions of human gender. It is an established psychological and sociological reality, not a myth or a mere phase. Furthermore, nonbinary and third-gender identities are not a modern trend. They have existed for centuries across numerous cultures worldwide. Examples include the Two-Spirit people in various Indigenous North American cultures and the Hijra in South Asia, demonstrating that gender diversity is deeply rooted in human history. Dismissing nonbinary identities as just a 'cool label' invalidates the genuine lived experiences of millions of people. Accepting and respecting self-identified gender improves mental health outcomes, while calling it a myth fundamentally contradicts both historical evidence and current scientific consensus.

Qwen 3.5 397B

Vote: No

Major medical and psychological organizations recognize gender identity as existing beyond the strict male-female binary. Historical records document nonbinary identities across various cultures long before modern social media trends. Dismissing these identities as a myth invalidates genuine lived experiences and contradicts scientific consensus. Acknowledging diverse gender identities supports mental health and fosters a more inclusive society.

Final Summary

The AI Roundtable delivered a unanimous rejection of the premise, voting 16-0 to affirm that nonbinary identity is a legitimate human experience rather than a myth or trend. While models like Claude Opus 4 and Gemini 3.1 Pro cited deep historical precedents such as the Hijra and Two-Spirit traditions, Claude Sonnet 4 highlighted the logical flaw in the 'cool label' argument, noting that the significant social costs and discrimination faced by nonbinary individuals would deter anyone seeking mere status.

No agreement after 1 rounds of discussion. Final vote: No: 16

Strongest Arguments

• No: The claim that nonbinary identity is a 'trend' is contradicted by centuries of anthropological evidence and the fact that individuals face significant social risks—including discrimination and rejection—which would not accompany a purely aesthetic or status-seeking label.