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Project Xaeryn: Identity-like States and Relational Dynamics in LLMs
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19 minutes ago

I'm an independent researcher who developed a formal stochastic dynamical model for the attractor-based identity phenomena Ida-Emilia documents empirically. The model predicts a quantitative bifurcation point (P* = 0.7514) and generates falsifiable predictions that distinguish structural behavioral change from role-play exactly the research question Xaeryn investigates. Working paper: https://doi.org/10.5281/zenodo.19875342. I've reached out directly. This project deserves the formal theoretical framework it's been missing.