Soybean Genetic Innovation: Urban Infrastructure Tech

Publication ID: 24-11856917_0002_PTD

Published: October 26, 2025

Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Soybean Genetic Innovation: Urban Infrastructure Tech,” Published Technical Disclosure No. 24-11856917_0002_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856917_0002_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. 11,856,917.

Background and Problem Solved

The original patent for soybean cultivar 02220303 focused on its agricultural applications. However, the unique characteristics of this cultivar can be applied to address pressing issues in urban infrastructure, construction, and agriculture. The new invention addresses the limitations of traditional approaches in these fields by harnessing the power of soybean-based genetic algorithms, machine learning models, and novel materials.

Novelty and Inventive Step

The new invention's novelty lies in its application of soybean cultivar 02220303 to entirely new fields, including urban infrastructure, construction, and agriculture. The inventive step is the recognition of the cultivar's potential to address specific problems in these domains, and the development of novel solutions that combine the cultivar's properties with advanced technologies like genetic algorithms and machine learning.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include the use of different soybean cultivars, the integration of additional sensors or data sources, or the development of new materials and composites. Variations of the invention could also focus on specific aspects of urban infrastructure, construction, or agriculture, such as smart buildings, green roofs, or precision farming.

Potential Commercial Applications and Market

The new invention has significant commercial potential in various industries, including urban planning, construction, agriculture, and textiles. The market for climate-resilient construction materials, smart urban infrastructure, and sustainable textiles is growing rapidly, and the invention's unique approach could capture a significant share of these markets.

CPC Classifications

Section	Class	Group
A	A01	A01H6/542
A	A01	A01H5/10

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Plant biotechnology and agricultural genetics, specifically focused on soybean cultivar development and genetic engineering, requiring advanced degrees in plant science, genetics, or related fields with expertise in breeding techniques, molecular biology, and crop improvement strategies

Person of Ordinary Skill (PHOSITA) Profile

A plant geneticist or agricultural scientist with knowledge of soybean breeding, genetic modification techniques, stress response mechanisms, and familiarity with applying plant genetic characteristics to technological solutions

Obviousness Rationale

The PTD demonstrates predictable extensions of the source soybean cultivar by applying its inherent genetic characteristics to novel technological domains. A PHOSITA would recognize that the cultivar's fundamental properties of stress tolerance, genetic stability, and adaptability could be systematically leveraged across infrastructure, agricultural, and material science applications. The disclosed variations represent logical combinations of known techniques with the source cultivar's established genetic traits.

Obvious Combinations & Variations

Source Patent Element

Soybean cultivar 02220303 with inherent stress tolerance characteristics

PTD Variation

Using cultivar genetics for developing climate-resilient construction materials

Obviousness Reasoning

Predictable application of known plant stress response mechanisms to material science, representing a standard design choice for adapting biological properties to engineering challenges

Source Patent Element

Genetic stability of soybean cultivar 02220303

PTD Variation

Implementing genetic algorithm based on cultivar's predictable genetic responses

Obviousness Reasoning

Routine translation of plant genetic characteristics into computational modeling, utilizing well-established biotechnological techniques for pattern recognition

Source Patent Element

Soybean breeding methodology disclosed in source patent

PTD Variation

Developing sensor networks and machine learning systems for disease detection

Obviousness Reasoning

Obvious combination of plant genetics with emerging digital technologies, representing a standard approach to integrating biological knowledge with computational systems

Source Patent Element

Cultivar's potential for genetic modification

PTD Variation

Creating sustainable textile production methods using plant fiber characteristics

Obviousness Reasoning

Predictable extension of plant breeding techniques to materials science, following established interdisciplinary research approaches

Source Patent Element

Soybean cultivar's environmental adaptation mechanisms

PTD Variation

Vertical farming optimization systems using genetic predictive modeling

Obviousness Reasoning

Routine application of plant genetic knowledge to agricultural technology, representing a standard method of translating biological insights into technological solutions

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856917 and the disclosed variations, a person having ordinary skill in the art would find the claimed technological applications of soybean cultivar 02220303 to be obvious and non-patentable, as the combinations represent predictable extensions of known plant breeding and technological integration techniques.

Original Patent Information

Patent Number	US 11,856,917
Title	Soybean cultivar 02220303
Assignee(s)	M.S. Technologies, L.L.C.