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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Katie Seaborn

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Book Open access Jul 2026

Is ChatGPT Gender-Neutral? Implicit Stereotyping Persists Over Time and With Experience

This work suggests that ChatGPT is not gender-neutral, with implicit gender stereotyping occurring in the absence of gender cues and regardless of exposure, and advocates for conscientious design interventions to overcome agent-based perpetuation of human stereotypes.

Madeleine Steeds, Katie Seaborn, Takao Fujii et al. · 0 citations

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