Rob Pompa, LCSW

Pozitive Approach
Pozitive Approach

Rob Pompa, LCSW

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Clinical AI Evaluation

Behavioral Health Clinical Review • 

AI Safety • Clinical Education

I bring more than 15 years of clinical social work experience to the evaluation of AI-generated behavioral-health content, with a focus on clinical reasoning, safety, context, bias, trauma-informed practice, and meaningful human oversight. 


What I Evaluate

Clinical Reasoning

Person-in-the-Environment

Clinical Reasoning


Diagnostic restraint, 

calibrated confidence, 

and sound interpretation 

Safety & Risk

Person-in-the-Environment

Clinical Reasoning

 Recognition, escalation, 

proportionality, and foreseeable harm 

Person-in-the-Environment

Person-in-the-Environment

Agency & Trauma Informed Practice

Whether real-world barriers 

actually change the reasoning 

Agency & Trauma Informed Practice

Agency & Trauma Informed Practice

Agency & Trauma Informed Practice

 Consent, autonomy, relational impact, and non-coercive care 

Equity & Bias

Agency & Trauma Informed Practice

Boundaries & Oversight

 Cultural humility, stigma, assumptions, and structural context 

Boundaries & Oversight

Agency & Trauma Informed Practice

Boundaries & Oversight

 Privacy, role clarity, authority, and meaningful human review 

AI as Accessibility: From Possibility to Use

 

Here is a short educational presentation exploring how generative AI can support accessibility while preserving agency, privacy, clinical judgment, trauma-informed practice, and meaningful human oversight. Developed as part of my ongoing work translating emerging AI concepts into practical, clinically grounded education for behavioral-health professionals.

  

Clinical AI Evaluation & Education

 I bring clinical social work judgment, behavioral-health experience, training, and emerging AI evaluation work together to review, test, and improve mental-health AI content. Available for clinical AI evaluation, behavioral-health content review, rubric development, benchmark cases, and clinical education. 



Contact Rob
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Pozitive Approach

302.722.5840

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