Experience Broker Content Curation for Secure Personalized Browsing

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Solution Overview

Problem

Existing online platforms fail to dynamically tailor user experiences to individual needs and preferences, particularly for users with accessibility challenges or age-inappropriate content, leading to inconsistent and insecure content delivery across devices.

Innovation Solution

A dynamic experience curation platform utilizing AI and ML techniques, including neural networks and generative models, processes content requests to filter out unwanted content, generate curated content consistent with user preferences, and manage seamless delivery across devices, integrating user profiles and preferences for personalized and secure browsing.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If content is dynamically curated and personalized for each user, then user experience and relevance are improved, but system complexity and processing requirements increase

Engineering Contradiction:

Improvepersonalization capabilityVSAvoidplatform complexity

Core Design Contradiction:

Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent introduces an Experience Broker as an intermediary service between users and content sources. This broker dynamically curates content by extracting information from multiple sources, applying user preference rules, and generating personalized responses. The broker handles the complexity of content aggregation and personalization centrally, allowing client applications to remain simple while still delivering highly adapted content to each user.

Inventive Principle:

Principle #24Intermediary (Mediator)

Solution Approach 2:

The system replaces traditional mechanical content delivery mechanisms with AI-powered natural language processing and generative models. Instead of rigid content filtering and static page layouts, the system uses LLMs to dynamically generate personalized content responses based on user preferences and context, substituting complex mechanical filtering systems with intelligent generation.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

2Reliability

If content filtering and curation processes are enhanced, then content quality and safety are improved, but processing time and latency increase

Engineering Contradiction:

Improvecontent qualityVSAvoidprocessing latency

Core Design Contradiction:

ReliabilityVSLoss of time

Solution Approach 1:

The system performs preliminary actions by extracting and storing user preference information, content metadata, and classification rules in advance. When a content request arrives, the system quickly retrieves pre-processed user profiles and preference rules rather than analyzing everything from scratch. This preliminary preparation significantly reduces processing latency while maintaining high content quality through thorough curation.

Inventive Principle:

Principle #10Preliminary action

Solution Approach 2:

The Experience Broker maintains continuous operation by running background processes that continuously update user profiles, monitor content sources, and refine classification models. This continuous action ensures that when users make requests, the system already has current information ready, eliminating delays associated with initial system setup or cold-start processing.

Inventive Principle:

Principle #20Continuity of useful action

3Stability of the object's composition

If user preferences and context are tracked across multiple devices, then personalization consistency is improved, but data management complexity increases

Engineering Contradiction:

Improvepersonalization consistencyVSAvoiddata management complexity

Core Design Contradiction:

Stability of the object's compositionVSDevice complexity

Solution Approach 1:

The Experience Broker implements a universal user profile storage mechanism that serves multiple functions: storing preference data, tracking usage patterns, managing device contexts, and maintaining consistency across different platforms. This single multi-functional system replaces the need for separate data management systems for each device type, simplifying data management while ensuring consistent personalization whether users access content via mobile devices, tablets, or desktops.

Inventive Principle:

Principle #6Universality (Multi-functionality)

Data Source

PatentUS12468770B2Dynamic experience curation platform

Publication Date: 2025.11.11 QOMPLX INC

AI summary

A dynamic experience curation platform utilizing AI and ML techniques, including neural networks and generative models, to enhance user interactions with content on the Internet. The platform employs an Experience Broker (EB) service to disintermediate user devices from the internet (or other content/information sources), improving security and user experience. It processes content requests, extracts relevant information, filters out unwanted content like ads, transforms, combines, and/or mutates existing content, and generates curated content consistent with user preferences and other constraints. The platform's generative AI process renders content into a user interface consistent with user preferences. It allows for personalized content delivery across devices, including virtual and augmented reality environments. The platform supports a spectrum of personalization, allowing users to fine-tune their content consumption experience. Additionally, it manages user sessions across devices and integrates various databases for storing user profiles, preferences, and other relevant information.