Advanced Maize Hybrid Tech: Precision Agriculture Innovation

Publication ID: 24-11856906_0003_PTD

Published: October 27, 2025

Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Advanced Maize Hybrid Tech: Precision Agriculture Innovation,” Published Technical Disclosure No. 24-11856906_0003_PTD, Published October 27, 2025, available at https://archive.pr1or.art/24-11856906_0003_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. 11,856,906.

Background and Problem Solved

Maize hybrid X18R501, as described in the original patent, has various desirable traits, but it lacks integration with modern technologies. This invention addresses the limitation by introducing synergistic combinations to improve the overall performance and value of the maize hybrid.

Novelty and Inventive Step

The inventive step lies in the synergistic integration of distinct technologies with maize hybrid X18R501, creating a more powerful system that enhances yield, disease resistance, and quality tracking. The novelty of this invention resides in the specific combinations and applications of these technologies to the maize hybrid.

Alternative Embodiments and Variations

Alternative embodiments may include variations in sensor networks, AI algorithms, blockchain platforms, and nanoparticle-based delivery systems. Other variations could involve different machine learning models, IoT-enabled equipment, or antimicrobial peptides.

Potential Commercial Applications and Market

This invention has significant commercial potential in the agricultural industry, particularly in precision farming, crop protection, and supply chain management. The target market includes farmers, agricultural companies, and organizations involved in maize production and processing.

CPC Classifications

Section	Class	Group
A	A01	A01H6/4684
A	A01	A01H5/10

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Agricultural biotechnology, specifically maize hybrid breeding and genetic improvement techniques, involving advanced agricultural engineering, plant genetics, and precision agriculture technologies

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degrees in plant breeding, agricultural engineering, or biotechnology, possessing expertise in genetic modification, crop improvement techniques, data analysis, and emerging agricultural technologies

Obviousness Rationale

A PHOSITA would recognize that the PTD's proposed technological integrations represent predictable extensions of existing agricultural innovation strategies, leveraging known techniques in sensor networks, machine learning, and blockchain to enhance the fundamental characteristics of the maize hybrid X18R501 disclosed in the source patent. The proposed variations systematically apply well-established precision agriculture technologies to improve crop management, tracking, and disease resistance. These technological interventions represent incremental improvements that would be obvious to a skilled practitioner seeking to optimize agricultural performance.

Obvious Combinations & Variations

Source Patent Element

Hybrid maize variety X18R501 with potential for genetic modification

PTD Variation

AI-powered decision support system for analyzing environmental data and providing farming recommendations

Obviousness Reasoning

Predictable application of machine learning techniques to agricultural data collection, representing a known method for optimizing crop management with well-understood technological approaches

Source Patent Element

Genetic potential for trait enhancement in maize hybrid

PTD Variation

Nanoparticle-based delivery system for antimicrobial peptides to improve disease resistance

Obviousness Reasoning

Routine extension of existing biotechnology techniques, utilizing known targeted delivery mechanisms to enhance crop protection strategies

Source Patent Element

Hybrid developed through traditional breeding techniques

PTD Variation

Blockchain-based platform for tracking origin, quality, and genetic provenance

Obviousness Reasoning

Logical implementation of emerging data management technologies to provide enhanced traceability, representing a standard approach to improving agricultural information systems

Source Patent Element

Potential for genetic transformation and modification

PTD Variation

Machine learning algorithms for predicting and preventing disease outbreaks

Obviousness Reasoning

Conventional application of predictive analytics to agricultural genetic and environmental data, representing a standard approach to risk management in crop science

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11856906 for maize hybrid X18R501, the proposed technological variations represent obvious extensions of known agricultural improvement techniques, wherein a person having ordinary skill in the art would readily conceive of integrating precision agriculture technologies with existing hybrid breeding strategies. The disclosed combinations of sensor networks, machine learning, blockchain, and targeted delivery systems constitute predictable technological interventions that would be apparent to a skilled practitioner seeking to enhance crop performance and management.

Original Patent Information

Patent Number	US 11,856,906
Title	Maize hybrid X18R501
Assignee(s)	PIONEER HI-BRED INTERNATIONAL, INC.