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SYMPLE JOURNAL

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Stories about Voice AI, digital mental health, and what we learn about the mind.

RESEARCH · PEOPLE · TECHNOLOGY

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Mind Guide8 min

Burnout Self-Check: A Checklist to Assess Where You Are

It's not a diagnosis, but it can be a starting point for looking at where you stand.

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How to Evaluate and Validate a Voice AI Model

You cannot trust a model on a single accuracy number. We lay out the essentials of validation, from data splitting, speaker generalization, and leakage prevention to false positives, fairness, and real-world robustness.