AI-Powered Adaptive Footwear Energy Absorption System

Publication ID: 24-11857027_0006_PTD
Published: October 27, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “AI-Powered Adaptive Footwear Energy Absorption System,” Published Technical Disclosure No. 24-11857027_0006_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11857027_0006_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,027.

Background and Problem Solved

The original patent (U.S. Pat. No. 10,085,514) disclosed an energy absorption and return system for footwear, but it had limitations in terms of adaptability to individual users' gait patterns and techniques. The present invention addresses these limitations by introducing novel, adaptive damping mechanisms and AI-powered sensors that detect and respond to changes in a user's running or walking technique, providing real-time feedback and recommendations for improvement.

Novelty and Inventive Step

The present invention's adaptive damping mechanism, AI-powered sensor, and self-healing material are novel and non-obvious compared to the original patent, providing a significant improvement in athletic performance and user experience.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include different sensor technologies, such as pressure sensors or accelerometers, and various materials and geometries for the multi-layer midsole design. Additionally, the invention could be implemented in different types of athletic shoes, such as running shoes, basketball shoes, or soccer cleats.

Potential Commercial Applications and Market

The adaptive energy absorption and return system has significant commercial potential in the athletic footwear industry, particularly in the high-performance and professional sports markets. The invention could be licensed to major athletic footwear brands or used to develop a new product line, providing a competitive advantage in terms of athletic performance and user experience.

CPC Classifications

SectionClassGroup
A A43 A43B13/181
F F16 F16F1/368
F F16 F16F3/10
F F16 F16F2224/0241
F F16 F16F2238/022

Original Patent Information

Patent NumberUS 11,857,027
TitleShoes, devices for shoes, and methods of using shoes
Assignee(s)Athletic Propulsion Labs LLC