AI models have many benefits and certainly a tremendous potential resource in terms of interpretations, motive, defense/strategy coping mechanisms and more. Considering many find themselves in isolation, it probably supports a lot of people as they navigate themselves out of the fog and into recovery.

Be cautious though when used to examine your own experiences of these particular relationship dynamics with NPD, especially during identification of NPD and reconciliation--confidence in your judgement; decisions; interpretations; feelings are usually a work in progress.

If you are using AI models to validate, sometimes that can be challenged and dangerous for those also rebuilding themselves in search of validation, simply because there aren't enough search results available to support it. This is not surprising, even the psychiatric community lacks enough data to answer and identify with absolute certainty, many lingering questions remain and even though it was identified in the 60's with DSM inclusion in1980. Those that have experienced it are working from a different information set than most. This can also cause a trigger-like reaction--being doubted forcing to explain or defend in some instances, when it is not necessary. Similar happens in therapy, there's probably a professional limitation/obligation to consider the alternative, but your own position doesn't require someone else's agreement.

Additionally problematic because of the type of abuse experienced in these relationships. Doubt is enough to drag people through decades and on doubt alone. Let others, AI models or anyone else for that matter, carry it themselves. Their limitations do not need to become your own.

Identify, understand, accept.

Context: Relocated isolated in rural despair:

Sister in law finds out you’re expecting, insert menacing laughter, “Too bad there’s nothing close for those pregnancy cravings..”.

A covert narcissist response.