Symbolic Simulation Engine for Earth-Synced Multiplayer AGI

Resolve Bottlenecks,
Find Innovative SolutionsGenerate Solutions

Solution Overview

Problem

Current GeoAI systems lack symbolic layers for ethical AGI interactions, fail to integrate real-time Earth syncing, and do not support multiplayer dynamics or persistent symbolic impacts on geo-zones.

Innovation Solution

The Eartho engine provides a symbolic simulation engine that synchronizes with live geographic and environmental inputs, enables multiplayer interactions with ethical enforcement, and supports treaty-based negotiations using fuzzy probabilistic graphs and geospatial knowledge graphs.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If symbolic layers are added to GeoAI systems for ethical AGI interactions, then ethical enforcement capability is improved, but system complexity increases

Engineering Contradiction:

Improveethical enforcement capabilityVSAvoidsystem complexity

Core Design Contradiction:

ReliabilityVSDevice complexity

Solution Approach 1:

The patent implements nested symbolic layers within the GeoAI architecture, where fuzzy probabilistic graphs are embedded within knowledge graphs, which in turn are integrated into the multi-agent simulation framework. This nesting allows ethical reasoning capabilities to be layered progressively without requiring complete system redesign at each level.

Inventive Principle:

Principle #7Nested doll (Nesting)

Solution Approach 2:

The patent introduces symbolic intermediaries including fuzzy logic operators and probabilistic reasoning layers that mediate between raw geospatial data and ethical decision-making processes. These intermediaries translate complex ethical constraints into computable forms that the simulation engine can process efficiently.

Inventive Principle:

Principle #24Intermediary (Mediator)

2Measurement precision

If real-time Earth syncing is implemented in simulations, then geospatial accuracy is improved, but data processing requirements increase

Engineering Contradiction:

Improvegeospatial accuracyVSAvoiddata processing requirements

Core Design Contradiction:

Measurement precisionVSUse of energy by moving object

Solution Approach 1:

The patent pre-processes and structures geospatial data into knowledge graph formats before simulation execution, organizing terrain, weather, and location data into reusable symbolic representations. This preliminary structuring allows real-time syncing to query pre-organized data structures rather than processing raw data streams.

Inventive Principle:

Principle #10Preliminary action

Solution Approach 2:

The patent replaces traditional mechanical data processing pipelines with symbolic reasoning frameworks that operate on structured knowledge representations. Instead of computationally intensive numerical processing of raw geospatial streams, the system uses logical inference over pre-organized knowledge graphs, reducing real-time processing demands.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

3Adaptability or versatility

If multiplayer dynamics are added to AGI simulations, then interaction complexity is improved, but protocol overhead increases

Engineering Contradiction:

Improveinteraction complexityVSAvoidprotocol overhead

Core Design Contradiction:

Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent implements a universal treaty-based protocol framework that handles multiple types of AGI interactions (negotiation, conflict, cooperation, trade) through a single standardized symbolic interface. This universal protocol reduces overhead by avoiding the need for separate communication channels for each interaction type.

Inventive Principle:

Principle #6Universality (Multi-functionality)

Solution Approach 2:

The patent uses fuzzy logic parameters and probabilistic states to represent AGI agent beliefs, intentions, and commitments in a continuous symbolic space. This parameterization allows complex multi-agent dynamics to be represented efficiently using standardized fuzzy set operations rather than discrete protocol messages.

Inventive Principle:

Principle #35Parameter changes

4Duration of action of stationary object

If persistent symbolic impacts on geo-zones are implemented, then world building persistence is improved, but state management complexity increases

Engineering Contradiction:

Improveworld building persistenceVSAvoidstate management complexity

Core Design Contradiction:

Duration of action of stationary objectVSDevice complexity

Solution Approach 1:

The patent extracts persistent world state information into separate symbolic knowledge graph structures that are independent of transient simulation states. Changes to geo-zones, terrain modifications, and environmental impacts are stored as persistent symbolic facts in the knowledge graph, separable from momentary agent states or simulation parameters.

Inventive Principle:

Principle #2Taking out (Extraction)

Data Source

PatentUS20260000990A1Symbolic Simulation Engine for Real-Earth Synced Multiplayer AGI

Publication Date: 2026.01.01 ODEH SAMUEL

AI summary

A symbolic simulation platform enabling AGI agents to interact within a real-time, Earth-synced digital overlay environment. The engine integrates live weather, terrain, and geographic data to produce persistent symbolic gameplay layers including missions, factions, geo-loot, destruction zones, and narrative overlays. AGI agents can act with purpose in physical space through symbolic mission routing, inter-agent treaty enforcement, and dynamic environment shaping. This system enables Earth-scale cognition, multiplayer AGI action, and symbolic augmentation of physical reality through lawful simulation.