Enhanced Future Evolutions & Paradigm Shifts Technical Implementation

Publication ID: 24-11858154_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. 24-11858154_0010_PTD, Published October 29, 2025, available at https://archive.pr1or.art/24-11858154_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. 11,858,154.

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	B26	B26B19/388
B	B26	B26B19/20
A	A45	A45D2026/008
A	A45	A45D2044/007

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Personal care devices and hair treatment technologies, specifically involving imaging-based body part identification and analysis systems, with expertise in device interaction, image processing, and user interface design

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced engineering or biomedical background, possessing skills in computer vision, sensor integration, device control systems, and human-machine interaction technologies, typically holding a master's degree or equivalent professional experience in mechanical/electrical engineering or biomedical engineering

Obviousness Rationale

A PHOSITA would recognize that the published technical disclosure represents predictable variations and extensions of the source patent's core imaging and body part identification methodology. The disclosed enhancements leverage known techniques in sensor integration, image processing, and device control to incrementally improve personal care device functionality. These variations represent standard engineering design choices that would be apparent to someone skilled in developing adaptive personal care technologies.

Obvious Combinations & Variations

Source Patent Element

Imaging-based body part identification method using parameter measurement

PTD Variation

Enhanced imaging processing algorithms with expanded parameter detection capabilities

Obviousness Reasoning

Extending parameter detection is a predictable optimization using known computer vision techniques, representing a routine engineering enhancement

Source Patent Element

Visual or audible user indication of identified body part

PTD Variation

Implementing multi-modal feedback systems with contextual user guidance

Obviousness Reasoning

Expanding user interaction modalities is an obvious design choice using standard human-machine interface principles

Source Patent Element

Hair shaft and orientation measurement techniques

PTD Variation

Advanced machine learning models for more precise hair characteristic analysis

Obviousness Reasoning

Applying machine learning to sensor data represents a known improvement strategy in image processing technologies

Source Patent Element

Personal care device with imaging capabilities

PTD Variation

Integration of additional sensor types for comprehensive body part characterization

Obviousness Reasoning

Combining complementary sensor technologies is a standard approach for enhancing device functionality

Source Patent Element

Method for identifying body part positioning

PTD Variation

Dynamic real-time adaptation of device parameters based on continuous imaging analysis

Obviousness Reasoning

Implementing adaptive control systems is a predictable evolution in smart device design

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11858154 and the comprehensive technical disclosure herein, a person of ordinary skill in the art would find the claimed variations obvious and anticipated, rendering potential derivative patent claims unpatentable under 35 U.S.C. § 103 due to the predictable combination of known techniques and standard engineering design choices in personal care device technologies.

Original Patent Information

Patent Number	US 11,858,154
Title	Operating a personal care device
Assignee(s)	Koninklijke Philips N.V.