Published Technical Disclosure Archive

Enhanced Direct Improvements & Enhancements Technical Implementation

Publication ID: 24-11858140_0006_PTD
Published: October 29, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Enhanced Direct Improvements & Enhancements Technical Implementation,” Published Technical Disclosure No. 24-11858140_0006_PTD, Published October 29, 2025, available at https://archive.pr1or.art/24-11858140_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. 11,858,140.

Summary of the Inventive Concept

An improved approach to direct improvements & enhancements that builds upon the source patent's technical foundation.

Background and Problem Solved

The source patent addresses core functionality, but direct improvements & enhancements presents opportunities for technical enhancement and expansion.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements direct improvements & enhancements enhancements while maintaining compatibility with the original patent's architecture. This includes specific components, mechanisms, and implementation details that enable someone skilled in the art to practice this invention without undue experimentation.

Novelty and Inventive Step

Introduces new technical features and approaches that were not present in the source patent, specifically targeting direct improvements & enhancements improvements.

Alternative Embodiments and Variations

Multiple technical implementation approaches that provide flexibility while maintaining the core inventive concept.

Potential Commercial Applications and Market

Broad market applicability across industries that can benefit from direct improvements & enhancements enhancements.

CPC Classifications

SectionClassGroup
B B25 B25J9/163
B B25 B25J9/1697
B B25 B25J9/1602
B B25 B25J9/1679
B B25 B25J13/08

Field of Art

Robotics and automated systems, specifically robotic assembly and machine learning-enhanced robotic control systems, with expertise in robotic arm manipulation, sensor integration, and adaptive learning algorithms

Person of Ordinary Skill (PHOSITA) Profile

A robotics engineer with advanced degree in mechanical or electrical engineering, proficient in machine learning techniques, robotic control systems, sensor integration, and adaptive learning methodologies, with 3-5 years of practical experience in industrial robotics

Obviousness Rationale

A PHOSITA would recognize that the PTD's disclosed variations represent predictable extensions of the source patent's core robotic learning and control methodology. The technical improvements are logical incremental advancements that leverage known techniques in robotic system design and machine learning integration. The variations demonstrate standard engineering problem-solving approaches that would be apparent to a skilled practitioner seeking to enhance robotic system performance and adaptability.

Obvious Combinations & Variations

Source Patent Element
Robot system with state detection sensor and learning control unit
PTD Variation
Enhanced sensor integration with expanded state detection and adaptive learning capabilities
Obviousness Reasoning
Known technique of improving sensor resolution and learning algorithms represents a predictable optimization within robotic control systems
Source Patent Element
Machine learning model for robot work state progression
PTD Variation
Advanced model updating mechanism with more granular state transition tracking
Obviousness Reasoning
Incremental improvement in machine learning model design using standard algorithmic refinement techniques
Source Patent Element
Operator input and force interaction with robotic system
PTD Variation
Extended human-robot interaction interface with more sophisticated input processing
Obviousness Reasoning
Logical design evolution addressing known limitations in human-machine collaboration interfaces
Source Patent Element
Robotic assembly coordination and part positioning
PTD Variation
Improved coordinate mapping and precision alignment techniques
Obviousness Reasoning
Predictable engineering solution addressing precision challenges in robotic manipulation
Source Patent Element
Switching mechanism between operator and calculated operation forces
PTD Variation
Enhanced switching logic with more nuanced control transition parameters
Obviousness Reasoning
Standard control system design approach representing finite identified solution set for interface management
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11858140 and the disclosed technical variations, a person having ordinary skill in the art would find the claimed subject matter obvious through standard engineering problem-solving techniques. The incremental improvements represent predictable variations that would be apparent to a skilled practitioner seeking to optimize robotic learning and control systems, thus rendering potential derivative claims unpatentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,858,140
TitleRobot system and supplemental learning method
Assignee(s)KAWASAKI JUKOGYO KABUSHIKI KAISHA