A System and Method for Geometrodynamic Modeling and Navigation of a Creative State-Space
Year: 2025
Type: article
Abstract: A system and method are disclosed for the symbiotic augmentation of a human creative process. Existing creative software and artificial intelligence writing assistants operate on surface-level textual analysis, lacking a deep, underlying model of the user's unique cognitive and creative world, functioning as static tools rather than symbiotic partners. The present invention addresses this limitation by modeling a user's subjective creative process as a high-dimensional geometric manifold, herein termed a General Reality Manifold (GRM). The system ingests multi-modal data streams, including user-generated text and biometric signals captured from standard mobile device sensors, to construct and dynamically update this personalized GRM. The creative process is modeled as a trajectory—or "geodesic navigation"—upon this manifold. The system analyzes the geometric properties of this trajectory and the manifold's local curvature in real-time. A novel adaptive user interface, governed by the principles of the Embodied Cognition Framework (ECF), translates the geometric state of the GRM into a responsive user experience. The interface is configured to minimize distractions during periods of low geometric curvature, which are indicative of a "flow state," and to provide proactive, contextually-aware guidance during periods of high curvature, indicative of "writer's block." This establishes a closed-loop bio-feedback system that symbiotically enhances human creativity.
Author: Yıldırım, Emirhan
Institution: Istanbul Medipol University
Language: English
Subfield: Experimental and Cognitive Psychology
Field: Psychology
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7090173413
FWCI:
Cites:
Cited by:
Related to: