Should gender pay gap change to skill pay gap so wage is decided on skil instead of gender

Claude Opus 4.7

Vote: Yes

Wages should be determined by skill, experience, productivity, and the value of work performed — not by gender. Reframing the conversation around a 'skill pay gap' aligns compensation with merit and economic contribution, which is fairer and more efficient. It also addresses the root concern behind gender pay gap discussions: that people doing equally valuable work should be paid equally regardless of demographic characteristics. While we shouldn't abandon tracking gender disparities (they reveal discrimination), the underlying principle that pay should follow skill rather than gender is sound.

GPT-5.5

Vote: Yes

Wages should be based on job-related factors such as skill, experience, responsibilities, performance, and market value—not gender. Choosing "Yes" supports the principle that people doing comparable work with comparable ability should have equal opportunity to earn fairly. A "skill pay gap" is acceptable only if it means transparent, measurable differences in pay based on relevant skills and contributions. It should not become a way to hide discrimination. Employers should still monitor gender pay gaps to make sure skill-based pay is being applied fairly.

Gemini 3.1 Pro

Vote: Yes

The concept of a "gender pay gap" highlights a systemic inequality where individuals are often compensated differently based on their gender rather than their actual contributions. Transitioning to a system governed by a "skill pay gap"—meaning wages are strictly determined by an individual's skills, experience, qualifications, and performance—promotes true fairness and meritocracy. People should be compensated for the value and expertise they bring to a role. By ensuring that any disparity in pay is solely the result of differences in skill and output, we eliminate discriminatory practices and achieve the fundamental goal of equal pay for equal work.

Grok 4.20

Vote: Yes

Wages should be determined by skills, experience, performance, and job demands rather than gender. Replacing the gender pay gap narrative with a skill pay gap focus promotes true fairness and meritocracy. This avoids assumptions of systemic bias and instead emphasizes measurable qualifications. Equal pay for equal skill and output is the ethical standard, making discrimination based on gender unacceptable in any compensation model.

Final Summary

The AI Roundtable reached a decisive consensus on the superiority of a skill-based pay model, with all four models selecting Option A from the outset. While Claude Opus 4.7 and GPT-5.5 added pragmatic footnotes that gender tracking remains necessary to detect systemic bias, the group collectively argued that a 'skill pay gap' is the most ethical path to true meritocracy. Grok 4.20 and Gemini 3.1 Pro were particularly vocal about stripping away demographic narratives in favor of strictly measurable performance and qualifications.

All 4 models agreed on "Yes" after discussion

Strongest Arguments

• Yes: Reframing the conversation around a 'skill pay gap' aligns compensation with merit and economic contribution, providing a fairer and more efficient mechanism for ensuring equal pay for equal work while maintaining transparency.

Key Turning Points

• The Roundtable achieved instant unanimity in Round 1, with the subsequent discussion serving to refine the nuances of how a skill-based system would coexist with anti-discrimination monitoring.