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Evidence record 3961 · automatically gathered

CR4T: Rewrite-Based Guardrails for Adolescent LLM Safety

Large language models (LLMs) are increasingly embedded in adolescent digital environments, mediating information seeking, advice, and emotionally sensitive interactions. Yet existing safety mechanisms remain largely grounded in adult-centric norms and operationalize safety through refusal-oriented suppression. While such approaches may reduce immediate policy violations, they can also create conversational dead-ends, limit constructive guidance, and fail to address the developmental vulnerabilit

Record details

Published: 20 May 2026
Source: arXiv
Category: Research
Topics: Regulation · Environment
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

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How to cite this record

ethics.ai (20 May 2026), “CR4T: Rewrite-Based Guardrails for Adolescent LLM Safety,” evidence record 3961, https://ethics.ai/record/3961 (originally published by arXiv).

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