Enhanced Future Evolutions & Paradigm Shifts Technical Implementation

Publication ID: 24-11858148_0010_PTD

Published: October 29, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Enhanced Future Evolutions & Paradigm Shifts Technical Implementation,” Published Technical Disclosure No. 24-11858148_0010_PTD, Published October 29, 2025, available at https://archive.pr1or.art/24-11858148_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. 11,858,148.

Summary of the Inventive Concept

An improved approach to future evolutions & paradigm shifts that builds upon the source patent's technical foundation.

Background and Problem Solved

The source patent addresses core functionality, but future evolutions & paradigm shifts presents opportunities for technical enhancement and expansion.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements future evolutions & paradigm shifts 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 future evolutions & paradigm shifts 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 future evolutions & paradigm shifts enhancements.

CPC Classifications

Section	Class	Group
B	B25	B25J9/1697
B	B25	B25J5/007
B	B25	B25J13/08

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Robotics and Automated Systems, specifically robotic manipulation and spatial navigation, with expertise in computer vision, motor control, and object interaction techniques

Person of Ordinary Skill (PHOSITA) Profile

A robotics engineer with advanced degree, proficient in machine learning, computer vision, mechanical design, and robotic control systems, familiar with industrial and service robot technologies

Obviousness Rationale

A PHOSITA would recognize the PTD's variations as straightforward extensions of the source patent's robotic interaction methodology, leveraging known techniques in machine vision, spatial reasoning, and robotic manipulation to enhance existing technological capabilities. The disclosed improvements represent predictable variations that would be apparent to a skilled practitioner seeking to optimize robotic performance and interaction strategies.

Obvious Combinations & Variations

Source Patent Element

Camera-based feature point extraction for door interaction

PTD Variation

Enhanced machine learning algorithms for more precise feature recognition and contextual understanding

Obviousness Reasoning

Applying advanced machine learning techniques to improve computer vision is a known approach in robotics, representing an incremental and predictable technological enhancement

Source Patent Element

Motor control for robotic positioning and movement

PTD Variation

Dynamic adaptive motor control strategies that optimize trajectory and energy efficiency

Obviousness Reasoning

Implementing more sophisticated motor control algorithms is a standard design optimization technique in robotic systems, yielding predictable performance improvements

Source Patent Element

Image-based spatial reasoning for object interaction

PTD Variation

Multi-dimensional depth perception and contextual analysis for more complex environmental navigation

Obviousness Reasoning

Expanding spatial reasoning capabilities through enhanced sensor fusion and computational techniques is a routine engineering approach in robotics

Source Patent Element

Robotic object manipulation and unloading strategies

PTD Variation

Adaptive unloading protocols that dynamically adjust based on environmental constraints and object characteristics

Obviousness Reasoning

Developing more flexible interaction strategies represents a natural progression of robotic manipulation technologies, utilizing known computational and mechanical design principles

Source Patent Element

Camera-based feature extraction for spatial positioning

PTD Variation

Probabilistic mapping and predictive positioning algorithms that enhance robotic interaction precision

Obviousness Reasoning

Implementing statistical and machine learning approaches to improve robotic positioning is a standard technique in advanced robotics engineering

35 U.S.C. § 103 Summary: Based on a comprehensive analysis of US Patent 11858148 and the associated Published Technical Disclosure, a Person Having Ordinary Skill In The Art would find the disclosed technological variations obvious and predictable extensions of existing robotic interaction methodologies. The incremental improvements represent routine engineering optimizations that would be apparent to a skilled practitioner, thereby rendering potential derivative claims obvious under 35 U.S.C. Section 103.

Original Patent Information

Patent Number	US 11,858,148
Title	Robot and method for controlling the same
Assignee(s)	LG ELECTRONICS INC.