Abstract
This disclosure describes an approach to context processing that models context as interacting fields rather than discrete states. A field-theoretic context system (FTCS) as described herein enables natural context flow, relationship preservation, and dynamic evolution through partial differential equations that govern field dynamics. The FTCS described herein represents an advancement in context processing by replacing discrete states with continuous, evolving fields. This approach more accurately reflects how information behaves in real-world systems. A key aspect is the non-conservative approach of the FTCS by which context can be genuinely created, amplified, diminished, or eliminated as information gains or loses relevance. This overcomes limitations of traditional context systems that rely on discrete states, manual mapping, and rigid hierarchies.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Mitra, Subhadip, "Field-Theoretic Context System (FTCS)", Technical Disclosure Commons, (April 21, 2025)
https://www.tdcommons.org/dpubs_series/8022