Published Technical Disclosure Archive

Enhanced Direct Improvements & Enhancements Technical Implementation

Publication ID: 24-11858144_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. 24-11858144_0001_PTD, Published October 29, 2025, available at https://archive.pr1or.art/24-11858144_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. 11,858,144.

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 B25J9/1664
A A61 A61B34/32
B B25 B25J13/08

Field of Art

Robotics and Autonomous Systems, specifically robotic manipulation of deformable bodies including human tissue interaction, involving advanced control systems and machine learning techniques

Person of Ordinary Skill (PHOSITA) Profile

A robotics engineer with expertise in mechanical engineering, control systems, machine learning, and human-robot interaction, holding advanced degrees and 3-5 years of professional experience in designing robotic manipulation systems

Obviousness Rationale

A person skilled in the art would recognize that the PTD's disclosed improvements represent predictable variations and extensions of the source patent's core technical approach. The variations leverage known techniques in robotic control, machine learning, and interaction planning that would be readily apparent to an experienced robotics engineer. The PTD builds upon the foundational concepts of autonomous body interaction by introducing incremental technical enhancements that follow naturally from the original patent's teachings.

Obvious Combinations & Variations

Source Patent Element
Robotic manipulator with end effector for interacting with deformable bodies
PTD Variation
Enhanced control algorithms for more precise interaction and dynamic adjustment of interaction parameters
Obviousness Reasoning
Predictable refinement of existing control techniques using standard machine learning and adaptive control approaches known in the field
Source Patent Element
Controller configured to track movement of deformable body during interaction
PTD Variation
Implementation of advanced tracking algorithms with improved real-time data processing and response mechanisms
Obviousness Reasoning
Routine optimization of tracking capabilities using well-established signal processing and machine learning techniques
Source Patent Element
Deep learning model for assigning labels to multi-dimensional data
PTD Variation
Enhanced neural network architectures with improved feature extraction and classification capabilities
Obviousness Reasoning
Incremental improvement in machine learning models using standard techniques of network design and training
Source Patent Element
Interaction plan with position and force goals for deformable body manipulation
PTD Variation
More granular control strategies with expanded parameter spaces and adaptive interaction protocols
Obviousness Reasoning
Design choice representing obvious extension of existing interaction planning methodologies in robotic systems
Source Patent Element
System for interacting with human body tissue through robotic manipulation
PTD Variation
Advanced tissue interaction techniques with improved precision and contextual awareness
Obviousness Reasoning
Natural progression of robotic manipulation techniques using known approaches in biomechanical interaction design
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11858144 and the comprehensive technical disclosure herein, a person having ordinary skill in the art would find the claimed variations obvious and predictable extensions of the prior art. The disclosed improvements represent routine optimization and combination of known techniques in robotic manipulation, control systems, and machine learning, thereby rendering subsequent claims involving similar technical approaches unpatentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,858,144
TitleMethod and system for autonomous body interaction
Assignee(s)Aescape, Inc.