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A single depression vector in a large language model can accurately distinguish between depressive and non-depressive speech, paving the way for more interpretable mental health assessments.
Real-time risk triage in mental health supervision is now possible, reducing response times from days to seconds.
Agentic AI isn't just automating tasks; it's poised to displace entire occupations, with over 93% of jobs in major tech hubs facing moderate-to-high risk by 2030.