These Crucial AI Unknowns Are Obstructing The Building And Fielding Of AI For Mental Health

InnovationAIThese Crucial AI Unknowns Are Obstructing The Building And Fielding Of AI For Mental HealthByLance Eliot,Contributor.Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant.Follow AuthorJun 01, 2026, 03:15am EDTCrucial AI unknowns are in the way of attaining the best possible AI for mental health advisement.gettyIn today’s column, I examine ten crucial unknowns about the inner workings of generative AI and large language models (LLMs) and explain how those mysteries are obstructing the development and deployment of AI that provides robust mental health advisement. Until these vexing unknowns are figured out, AI for mental health will be in an uneasy position and subject to strident criticisms and concerns. Let’s talk about it.This analysis of AI breakthroughs is part of my ongoing Forbes column coverage on the latest in AI, including identifying and explaining various impactful AI complexities (see the link here). AI And Mental Well-BeingAs a quick background, I’ve been extensively covering and analyzing a myriad of facets regarding the advent of modern-era AI that produces mental health advice and performs AI-driven therapy. This rising use of AI has principally been spurred by the evolving advances and widespread adoption of generative AI. For an extensive listing of my well over one hundred analyses and postings, see the link here and the link here.There is little doubt that this is a rapidly developing field and that there are tremendous upsides to be had, but at the same time, regrettably, hidden risks and outright gotchas come into these endeavors, too. I frequently speak up about these pressing matters, including in an appearance on an episode of CBS’s 60 Minutes; see the link here.AI Providing Mental Health GuidanceMillions upon millions of people are using generative AI as their ongoing advisor on mental health considerations (note that ChatGPT alone has over 900 mi...