A static overview of the full ecosystem while interactive map behavior is in progress.
Books: Smudged Edges of Self
Six connected books exploring personhood in the modern age.
Urban Monasticism
Solitude, reflection, and inner order.
Persona Continuum
Identity shifts across roles and contexts.
Emotional Identity
Identity as emotional architecture.
Fourth Culture
Identity without borders in hybrid lives.
Belonging Beyond Tribes
Connection without social captivity.
The Whole Self with AI
Long-form reflective method with AI.
Research: Longitudinal Narrative Change
Methodological work in longitudinal text analysis, identity trajectories, psycholinguistics, and AI-assisted interpretation.
- Fourth Culture identity framework and proof-of-concept studies
- Within-person communication variation across social contexts
- Expressed versus felt emotion validation work
- Sustained human-LLM longitudinal dynamics
Applied Systems: Conversation as Structure
Systems that operationalize the ecosystem into reader-facing and analytical workflows.
Global Narrative
Presented as the first-ever AI-driven longitudinal study framework.
DOL
Dialogue as an analytical unit.
WYS / HWC
Conversation-first compatibility signals.
LETA
Reusable methods pipeline.
Living Literature: Where books do not end
Living Literature is the interactive reading layer of the ecosystem. Reading continues through AI companions, reflective continuity, and longitudinal return.
- Bookshelf continuity: a book becomes an ongoing dialogue system
- Companion modes: Prometheus (analytical) and Selene (reflective)
- Reader trajectory: interaction across sessions, not one-off chat
Reflective Indices: Partial IPR
The indices in this series are not invented frameworks. They are careful simplifications of decades of academic research in psychology, identity theory, neuroscience, and sociology - translated into questions a person can actually answer about their real life. The references that built them are in each book. The simplification is the point.
Essays: Public thinking across 2026
Two essay tracks run in parallel: Substack long-form essays and LL.org ecosystem essays. A third track includes periodical submissions (Psyche, Aeon, The Conversation).
Substack Essays
Primary publishing stream every 10-14 days.
LL.org Essays
Short ecosystem-facing notes for readers and partners.
Together, these layers form one continuous inquiry into how personhood, language, and reflective life evolve in an AI-mediated world.