Graph-Based Ideation Facilitation for Remote Brainstorming Diversity

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Solution Overview

Problem

Existing brainstorming methods suffer from duplication of ideas, premature convergence, uneven participation, and loss of 'social physics' in remote contexts, leading to fragmented ideation and reduced diversity in collaborative innovation processes.

Innovation Solution

A system utilizing a Precompute Similarity Engine for scalable clustering and triaging of ideas, combined with a Social Physics Engine for real-time facilitation, monitors group dynamics and issues interventions to enhance diversity and novelty, while a blockchain layer manages intellectual property.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of operation

If classic brainstorming is used in remote contexts, then participation is easier to organize, but social physics are lost leading to reduced diversity and equity

Engineering Contradiction:

Improveease of organizing remote brainstormingVSAvoidloss of social physics

Core Design Contradiction:

Ease of operationVSLoss of information

Solution Approach 1:

The system introduces a digital platform as an intermediary that captures and manages social dynamics in remote brainstorming sessions. This platform records participation patterns, idea relationships, and group interactions, preserving the social physics that would otherwise be lost in virtual environments while maintaining the ease of remote organization.

Inventive Principle:

Principle #24Intermediary (Mediator)

2Productivity

If teams generate many ideas during ideation, then creativity is enhanced, but duplication and premature convergence increase

Engineering Contradiction:

Improvequantity of ideas generatedVSAvoidduplication of ideas

Core Design Contradiction:

ProductivityVSLoss of information

Solution Approach 1:

The system implements real-time feedback mechanisms that monitor idea generation patterns, detect duplications, and provide guidance to participants. The platform analyzes incoming ideas against the existing idea pool, identifies near-duplicates, and notifies participants to explore more novel directions, thereby maintaining high productivity while reducing duplication.

Inventive Principle:

Principle #23Feedback

Solution Approach 2:

The system replaces manual idea tracking and deduplication processes with automated computational methods. Machine learning algorithms and natural language processing techniques automatically analyze, compare, and categorize ideas, substituting the mechanical manual review process with intelligent automated systems that can handle large volumes of ideas efficiently.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

3Device complexity

If traditional linear workflows are used for ideation, then process management is simplified, but real-world discovery dynamics are ignored

Engineering Contradiction:

Improvesimplicity of workflow managementVSAvoidadaptability to discovery dynamics

Core Design Contradiction:

Device complexityVSAdaptability or versatility

Solution Approach 1:

The system transforms static linear workflows into dynamic adaptive processes. The platform automatically adjusts workflow paths based on real-time analysis of idea generation patterns, participant interactions, and project requirements. This allows the system to maintain simple management interfaces while adapting to the complex, non-linear dynamics of real-world discovery processes.

Inventive Principle:

Principle #15Dynamics

4Productivity

If AI generates novel artifacts during ideation, then creativity is accelerated, but intentionality and utility are reduced

Engineering Contradiction:

Improvespeed of idea generationVSAvoidquality and intentionality of ideas

Core Design Contradiction:

ProductivityVSManufacturing precision

Solution Approach 1:

The system positions AI as an intermediary assistant rather than a replacement for human creativity. The AI generates preliminary artifacts and suggestions that serve as starting points for human refinement, maintaining the human element of intentionality and utility assessment while benefiting from AI's speed and novelty generation capabilities.

Inventive Principle:

Principle #24Intermediary (Mediator)

Data Source

PatentUS20260030702A1System and method for adaptive ideation and innovation management using graph-based similarity computation and real-time social facilitation

Publication Date: 2026.01.29 MA MOSES T

AI summary

A system and method for adaptive ideation and innovation management using graph-based similarity computation and real-time social facilitation are disclosed, and the system may include a plurality of client devices operated by a human user and one or more AI Agents. The system may further include a computing platform running a Precompute Similarity Engine that may be configured to embed and index idea objects, precompute similarity clusters, and generate candidate merge or purge operations together with diversity and novelty signals; and running a Social Physics Engine that may be configured to monitor human user and machine participant (AI agent) interactions, compute group metrics, and issue digital facilitation interventions. The Precompute Similarity Engine and the Social Physics Engine may operate in an interdependent feedback loop such that diversity and novelty signals guide the generation of digital facilitation interventions that are communicated via the network to the plurality of client devices and the one or more AI Agents.