Published Technical Disclosure Archive

Advanced Hybrid Corn AI Precision Agriculture Solution

Publication ID: 24-11856911_0010_PTD
Published: October 26, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Advanced Hybrid Corn AI Precision Agriculture Solution,” Published Technical Disclosure No. 24-11856911_0010_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856911_0010_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. 11,856,911.

Background and Problem Solved

The original patent for hybrid corn variety CH011013 has limitations in terms of yield, disease resistance, and environmental adaptability. The present invention addresses these limitations by introducing advanced machine learning algorithms, autonomous precision farming, vertical integration, bioreactor systems, genetic engineering platforms, and decentralized tracking platforms to create a more efficient, sustainable, and resilient agricultural ecosystem.

Novelty and Inventive Step

The invention's novelty lies in the integration of advanced machine learning, autonomous precision farming, vertical integration, bioreactor systems, genetic engineering platforms, and decentralized tracking platforms to create a holistic, next-generation agricultural ecosystem. The inventive step is the synergistic combination of these components to achieve unprecedented yields, disease resistance, and environmental adaptability in hybrid corn variety CH011013.

Alternative Embodiments and Variations

Alternative embodiments may include the use of other machine learning algorithms, different vertical integration methods, or various bioreactor designs. Variations may also include the application of these technologies to other crop varieties or agricultural sectors.

Potential Commercial Applications and Market

The invention has significant commercial potential in the agricultural industry, particularly in the areas of precision farming, vertical farming, biotechnology, and supply chain management. The target market includes large-scale agricultural producers, biotechnology companies, and companies involved in agricultural logistics and supply chain management.

CPC Classifications

SectionClassGroup
A A01 A01H6/4684
A A01 A01H5/10

Field of Art

Agricultural biotechnology, specifically corn breeding and genetic engineering, with expertise in plant genetics, precision agriculture, and advanced cultivation techniques

Person of Ordinary Skill (PHOSITA) Profile

A professional with a PhD in plant genetics or agricultural sciences, familiar with machine learning applications in crop optimization, CRISPR gene editing, vertical farming technologies, and blockchain tracking systems for agricultural products

Obviousness Rationale

A PHOSITA would recognize that the PTD's proposed technological enhancements represent predictable extensions of existing agricultural innovation strategies applied specifically to the CH011013 corn variety. The disclosed machine learning, vertical farming, and genetic engineering approaches are well-established techniques in agricultural biotechnology that would naturally be considered for improving crop performance. The systematic integration of these technologies represents an obvious progression of known methods to enhance agricultural productivity.

Obvious Combinations & Variations

Source Patent Element
Hybrid corn variety CH011013 with specific genetic characteristics
PTD Variation
Machine learning algorithms for predicting and optimizing crop yields
Obviousness Reasoning
Applying predictive analytics to crop breeding is a known technique for improving agricultural outcomes, representing a standard design choice for enhancing genetic performance
Source Patent Element
Seed and plant variety with specific genetic traits
PTD Variation
CRISPR-Cas9 gene editing to introduce drought tolerance and pest resistance
Obviousness Reasoning
Gene editing techniques are standard practice in crop improvement, with CRISPR being a predictable and well-established method for introducing specific genetic modifications
Source Patent Element
Corn variety suitable for cultivation
PTD Variation
Vertical farming and bioreactor production systems
Obviousness Reasoning
Vertical agriculture and controlled environment technologies are recognized methods for optimizing crop production, representing an obvious technological progression for improving agricultural efficiency
Source Patent Element
Corn seed and plant variety with specific genetic characteristics
PTD Variation
Blockchain-based tracking platform for verifying origin and quality
Obviousness Reasoning
Supply chain transparency technologies are increasingly common in agricultural biotechnology, representing a predictable technological enhancement for product authentication
35 U.S.C. § 103 Summary: Pursuant to 35 U.S.C. ยง 103, the technological variations disclosed herein would be considered obvious to a Person Having Ordinary Skill In The Art based on the teachings of US Patent 11856911, as the proposed innovations represent predictable applications of known agricultural biotechnology techniques to the CH011013 corn variety, without requiring inventive complexity beyond the ordinary capabilities of skilled practitioners in the field.

Original Patent Information

Patent NumberUS 11,856,911
TitlePlants and seeds of hybrid corn variety CH011013
Assignee(s)MONSANTO TECHNOLOGY LLC