Forbes January 26, 2026
In today’s column, I examine a new technique that leverages multiple generative AI and large language models (LLMs) to provide users with better and safer mental health advice.
The approach interacts with a user seeking psychological guidance and, behind the scenes, actively utilizes multiple distinct LLMs to produce the interaction. From the user’s perspective, they assume that they are conversing with just one AI. Instead, they are getting the robustness that comes from multiple LLMs. The trick is that the responses from the LLMs are transformed into a cohesive response via the use of response-level fusion. This is akin to how self-driving cars make use of multi-sensor data fusion (MSDF).
In the mental health context, I have named this fusion-based...
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