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The development of a language-based assessment model that assesses the need for mental health support based on probed natural language and validates it against best-estimate assessments from multiple experienced psychotherapists is demonstrated to be a practical tool for early-stage mental health screening in both clinical and self-guided screening contexts.
T2I models can be effectively probed for identity memorization without any access to training data, revealing surprising differences in how they handle famous versus less recognized names.
People judge AI's social skills by its actions, not its supposed thoughts, but they're still wary of letting it into their own lives.
