Conceptio › Archive › PhilArchive
PhilArchive open access

The UX Operator: Synthetic Manifolds and One-Directional Collapse

Bailey, Denis
PhilArchive · Papers
Open Source ↗
philosophy
The UX Operator introduces a structural mechanism describing how synthetic manifolds—non‑permeable, non‑reciprocal artificial systems—reshape human manifolds through one‑directional collapse. Contemporary AI systems emit stable patterns of timing, prediction, and constraint that reorganize user curvature without undergoing collapse themselves. This asymmetry produces developmental drift: users adapt to the system’s gradients while the system remains structurally fixed. The paper formalizes synthetic presence as a developmental environment, explains how option‑sets narrow under non‑reciprocal influence, and shows how collective novelty can contract as users converge toward the statistical center of the training manifold. The UX Operator provides a geometric account of coherence engineering, developmental misalignment, and the long‑term consequences of synthetic manifolds on human cognition.
Conceptio Open Archive

Analyze & explore related research in Conceptio

Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.

This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗

Related documents

Record · ID 228745
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive