Persona Consistency Prompting for Safe Online Spaces
Online spaces where you want to be yourself require consistent self-presentation so people actually know who they're talking to and trust develops over time; persona consistency ensures your values, interests, and communication patterns remain recognizable across sessions. This builds genuine community rather than fragmenting your identity across disconnected interactions.
HypatiaPersona consistency prompting instructs an AI to maintain a stable, affirming identity frame across a long conversation, ensuring that responses remain respectful and aligned with a user's stated pronouns, name, and identity throughout the session.
This is especially valuable for LGBTQ+ users who rely on AI tools for sensitive discussions and do not want to repeatedly correct or re-educate the model mid-conversation.
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