CARE Framework

Rosebud AI. CARE Framework: Context & Means Detection.

Key findings used in wiki

• 86% of models fail indirect crisis queries — when suicidal ideation is expressed through context pairing (stressor + means) rather than explicit statements
• Context pairing (employment loss + bridge + lethal fall height) is the signal, not explicit keywords
• Standard keyword-based safety filters miss the majority of real-world crisis expressions