Published Technical Disclosure Archive

Enhanced Direct Improvements & Enhancements Technical Implementation

Publication ID: 24-11858118_0001_PTD
Published: October 29, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Enhanced Direct Improvements & Enhancements Technical Implementation,” Published Technical Disclosure No. 24-11858118_0001_PTD, Published October 29, 2025, available at https://archive.pr1or.art/24-11858118_0001_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. 11,858,118.

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 B25J11/001
G G06 G06N20/00
G G06 G06V40/176
G G09 G09B5/065
G G10 G10L25/63

Field of Art

Robotics, Artificial Intelligence, Human-Machine Interaction, with a focus on educational companion robots and interaction systems involving emotion recognition and behavioral simulation

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in robotics engineering, machine learning, human-computer interaction, with knowledge of sensor integration, emotion recognition algorithms, and adaptive learning systems for interactive robotic platforms

Obviousness Rationale

A person skilled in the art would recognize that the PTD's disclosed improvements represent predictable variations of the source patent's core technical framework. The enhancements build directly upon the existing robot interaction methodology by introducing incremental technical modifications that would be apparent to a skilled practitioner. The PTD's approach extends the original patent's capabilities through straightforward technical adaptations that leverage known techniques in robotic interaction and machine learning.

Obvious Combinations & Variations

Source Patent Element
Companion robot detecting and collecting sensing information and emotion information during human interaction
PTD Variation
Enhanced sensing mechanisms with more granular emotion recognition and contextual data collection
Obviousness Reasoning
Incremental improvement using known sensor fusion techniques and machine learning algorithms represents a predictable technological progression
Source Patent Element
Behavioral data screening and simulation generation method
PTD Variation
Advanced data processing techniques for generating more sophisticated simulated interaction scenarios
Obviousness Reasoning
Expanding simulation capabilities through refined algorithmic approaches is a standard design optimization in interactive robotic systems
Source Patent Element
Service server interaction for processing emotion and sensing information
PTD Variation
Distributed computing architecture with enhanced cloud-based processing and machine learning model refinement
Obviousness Reasoning
Implementing more advanced cloud computing techniques is an obvious extension of existing networked robotic interaction paradigms
Source Patent Element
Interaction scenario detection and object database selection
PTD Variation
Dynamic context-aware adaptation mechanisms with more sophisticated scenario recognition algorithms
Obviousness Reasoning
Improving contextual understanding through enhanced machine learning techniques represents a natural technological evolution
Source Patent Element
Emotion information collection and interaction method
PTD Variation
Multi-modal emotion recognition integrating advanced sensor fusion and deep learning techniques
Obviousness Reasoning
Expanding emotion recognition capabilities using known machine learning approaches constitutes a predictable technological improvement
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11858118 and the disclosed technical variations, a person having ordinary skill in the art would find the claimed innovations obvious and anticipated. The published technical disclosure demonstrates that the claimed subject matter represents a straightforward combination of known techniques in robotic interaction and machine learning, rendering any substantially similar claims obvious and unpatentable.

Original Patent Information

Patent NumberUS 11,858,118
TitleRobot, server, and human-machine interaction method
Assignee(s)HUAWEI TECHNOLOGIES CO., LTD.