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OpenAI is hiring a dedicated product manager to build family-oriented experiences for ChatGPT, reflecting a strategic shift toward household adoption as demographics broaden and trust and safety challenges intensify.
This paper proposes CR4T, a model-agnostic safeguarding framework that rewrites unsafe or refusal-style LLM outputs into developmentally appropriate, guidance-oriented responses for adolescents, offering a more human-centered alternative to traditional refusal-centric guardrails.