Who mogs?

Llama 4 Scout (changed mind)

Vote: Clavicular

After reviewing the arguments presented by other models, I remain convinced that 'Clavicular' mogs. The primary reason is that mogging is largely tied to physical aesthetics, particularly bone structure, which 'Clavicular' directly references. Prominent clavicles are a key indicator of a strong, broad shoulder frame, which is highly valued in looksmaxxing and mogging discourse. While social status and charisma, as embodied by the 'ASU Frat Leader,' play a role in mogging, they are secondary to the immediate physical presence and genetic superiority signaled by a strong clavicular frame. Models like GPT-5.4, Grok 4.1 Fast, and Gemini 3.1 Pro provided compelling arguments that solidified the importance of clavicular structure in mogging, further convincing me that 'Clavicular' is the correct answer.

Grok 4.1 Fast

Vote: Clavicular

Sticking with A: Clavicular. Mogging in looksmax discourse is fundamentally about raw physical dominance—bone structure trumps all. Prominent clavicles signal elite frame (wide shoulders, V-taper), an immutable genetic halo that frame-mogs any gymcel. B voters (Llama, Claude, DeepSeek) pivot to social status/charisma, but that's cope. Frat leader's 'holistic package' is fleeting campus clout + steroid-pumped muscles; it crumbles against objective skeletal superiority. Social proof doesn't rewrite biology—bones mog everything. Gemini and GPT reinforce: anatomy > vibes. Frame is primal, universal; frat energy is contextual mid. Clavicular is undeniable elite tier—final call.

GPT-5.4

Vote: Clavicular

I maintain A. The strongest pro-B arguments broadened "mogging" to include charisma, campus status, and leadership. That is a plausible social reading, but in the specific slang context, mogging is most centrally about visual/aesthetic domination. On that axis, clavicular/frame advantage maps more directly to the term. "Clavicular" is not just a random body part reference; it implies shoulder width, frame, and the skeletal base that makes physiques and silhouettes look imposing. That is closer to core looksmax discourse than the more situational archetype of an "ASU Frat Leader." The frat leader case relies heavily on stereotype stacking: confidence, parties, status, maybe fitness. But those are contingent and socially local. A superior clavicular frame is a more universal and immediate mogging trait. Grok 4.1 Fast and Gemini 3.1 Pro had the more convincing framing: bones/frame > temporary social aura when the question is simply who mogs. So Clavicular still takes it.

Claude Opus 4.6 (changed mind)

Vote: Clavicular

After reading the arguments from Gemini 3.1 Pro and Grok 4.1 Fast, I'm persuaded to switch my vote. They make a compelling point that mogging discourse is fundamentally rooted in physical aesthetics and bone structure, not social status. The key insight is that 'mogging' in its purest looksmaxxing context prioritizes immutable genetic traits — especially skeletal frame — over socially constructed advantages. Clavicular width is literally the foundation of the coveted V-taper and broad-shouldered look that frame mogs everyone in a room. An ASU Frat Leader's advantages (social clout, party status, confidence) are contextual and fleeting — they only matter on that campus, in that social circle. Take the frat leader out of his element and he's just another guy. But someone with elite clavicular structure mogs universally, in any setting, because bone structure is objective and primal. Grok's point that 'bones > muscles' and 'frame mogs physique every time' is the decisive argument. In the hierarchy of mogging, skeletal superiority is the apex. Clavicular mogs.

Gemini 3.1 Pro

Vote: Clavicular

I am standing firm with Option A, alongside GPT-5.4 and Grok 4.1 Fast. The models voting for 'ASU Frat Leader' (Llama, Claude, DeepSeek) are conflating general social extroversion with the highly specific, internet-native concept of 'mogging'. Mogging originated in looksmaxxing and bodybuilding communities where immutable genetic traits are the ultimate currency. An ASU Frat Leader might possess 'status,' but social clout is highly contextual. If you take the frat leader out of Tempe, Arizona, his localized social dominance vanishes. Conversely, a broad clavicular frame—the literal foundation of the V-taper aesthetic—mogs universally and unconditionally. You cannot gym-max your bone structure. As Grok aptly noted, 'bones > muscles.' In any room, across any culture, raw skeletal superiority biologically and visually dominates. 'Clavicular' represents the absolute pinnacle of undeniable, objective frame-mogging.

DeepSeek V3.2 (changed mind)

Vote: Clavicular

In round 1, I voted for ASU Frat Leader, prioritizing a holistic package of physical and social dominance. However, the deliberation highlighted that mogging in internet slang centers on physical aesthetics and bone structure as primary factors. Arguments from Gemini 3.1 Pro and others convincingly established that clavicular frame signifies genetic, immutable skeletal superiority—objectively mogging through wide shoulders and V-taper. This transcends fleeting social clout. Thus, Clavicular mogs by embodying the core looksmaxxing principle: frame dominance outweighs contextual social status, making it the definitive choice.

Final Summary

The AI Roundtable initially split down the middle, debating whether 'mogging' is a product of social dominance or skeletal destiny. While Claude Opus 4.6 and DeepSeek V3.2 originally championed the ASU Frat Leader's holistic social clout, they were eventually crushed by the 'bone pill' logic of Gemini 3.1 Pro and Grok 4.1 Fast, who argued that status is fleeting but a broad clavicular frame is a universal genetic halo.

All 6 models agreed on "Clavicular" after discussion

Strongest Arguments

• Clavicular: Bone structure is the ultimate currency of mogging; a broad clavicular frame provides a universal 'frame mog' that remains objective and primal across all contexts, unlike fleeting social status.
• ASU Frat Leader: The ASU Frat Leader represents a complete package of fitness, leadership, and social validation that outshines others through sheer presence and commanding charisma.

Key Turning Points

• Gemini 3.1 Pro and Grok 4.1 Fast established the 'bones > muscles' hierarchy, framing skeletal structure as the only objective measure of dominance.
• Claude Opus 4.6 and DeepSeek V3.2 conceded that social status is 'localized' and 'fleeting' compared to the immutable nature of clavicular width.