Research Series
Human Digital Twins and Self-Knowledge
Extending the governed abductive architecture from clinical modelling to human self-modelling and personality under pressure.
Research questions
- Can personality be modelled as a layered system separating surface self-narrative, role-specific manifestations and recurrent attractor structures?
- What are the recurrent modes of unsound person-modelling, and what architectural controls address them?
- How does pressure change the evidentiary conditions under which self-descriptions become discriminable?
Constituent works
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PreprintConceptual Framework
Human Digital Twins and Self-Knowledge: A Governed Attractor Architecture for Sound Self-Abduction
Large language models embedded in person-modelling systems, and human beings reflecting on themselves, share a structural vulnerability: both can generate fluent, narratively persuasive, yet abductively unsound accounts of a person. Building on a governed abductive architecture developed for…
Evidence status & planned validation
One conceptual-framework preprint (not peer-reviewed), with an earlier-titled revision in its version lineage.
Manuscripts in this series build on a shared architecture; the abstracts and records above state each work's independent status.