AI-Driven Colloidal Particle Synthesis Innovation

Publication ID: 24-11856948_0005_PTD
Published: October 26, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “AI-Driven Colloidal Particle Synthesis Innovation,” Published Technical Disclosure No. 24-11856948_0005_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856948_0005_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. 11,856,948.

Background and Problem Solved

The original patent disclosed a composite colloidal particle formulation with advanced functionality, but it had limitations in terms of scalability, environmental impact, and adaptability. The new invention addresses these limitations by introducing a system-level approach to colloidal particle synthesis, integrating AI, swarm intelligence, and stimuli-responsive materials to create a more efficient, sustainable, and responsive technology.

Novelty and Inventive Step

The new claims introduce a paradigm shift in colloidal particle technology by integrating AI, swarm intelligence, and stimuli-responsive materials, which is non-obvious compared to the original patent's disclosure of a composite colloidal particle formulation. The invention's system-level approach, modular bioreactor network, and adaptive particle properties are novel and inventive compared to the prior art.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of different biopolymer materials, varying the shell composition and structure, or incorporating additional stimuli-responsive elements. Variations of the bioreactor network could include different module configurations, alternative AI algorithms, or integration with other synthesis techniques.

Potential Commercial Applications and Market

The invention has significant commercial potential in industries such as pharmaceuticals, biotechnology, and cosmetics, where scalable, sustainable, and adaptive colloidal particle synthesis is critical. The technology could also be applied in environmental remediation, agriculture, and energy storage, among other fields.

CPC Classifications

SectionClassGroup
A A01 A01N25/22
A A01 A01N25/04
A A01 A01N25/10
A A01 A01N59/20

Original Patent Information

Patent NumberUS 11,856,948
TitleColloidal particle formulations with advanced functionality
Assignee(s)BENANOVA INC.