Is this scientifically validated? Or is it just for fun?

Klyphra is built on seven vectors that each map to documented psychological phenomena:

- Reciprocity asymmetry is well-studied in relationship science (Gottman, Rusbult)

- Linguistic distancing is documented in deception and dissolution research

- Temporal patterns predict withdrawal across multiple studies

- Emotional mirroring deficits correlate with relationship outcomes

But Klyphra itself has not been through peer review. It's a new model, generated on a new architecture, launched on a new day.

I position it honestly: it's a structured psychological assessment tool for entertainment and reflection. Not a clinical instrument. Not a replacement for therapy.

If the data from early users validates the model, formal validation is absolutely on the roadmap.