Governance Layer Filtering in Macro Grid AI Systems
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Solution Overview
Problem
Current technologies fail to provide efficient responses to alerts due to inefficient resource utilization and ineffective communication, particularly in the context of the increasing volume of information and alerts from various sources, including the Internet, which are often irrelevant and uncontrolled.
Innovation Solution
A governance apparatus comprising a macro grid with artificial intelligence and micro grid apparatuses, each with unique processors and operating systems, that communicate using an enhanced TCP/IP communication stack to efficiently respond to alerts by forming dynamic networks of processors for resource allocation and communication.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If current technology is used to respond to alerts, then alerts can be detected and processed, but resource utilization is inefficient and communication effectiveness is insufficient
Solution Approach 1:
The system segments the alert response function into multiple independent micro grid apparatuses, each capable of autonomous operation. Each micro grid contains processors that can independently detect, analyze, and respond to alerts without requiring centralized coordination, thereby improving resource utilization efficiency while maintaining alert response capability
Solution Approach 2:
The patent implements dynamic resource allocation where processors and micro grids can be dynamically activated or deactivated based on alert severity and resource availability. The system transitions between different operational states (micro grid mode, macro grid mode, hybrid mode) to optimize resource utilization while maintaining effective alert response
2Adaptability or versatility
If the Internet communication system is used for alert communication, then communication coverage is extensive, but information overload and irrelevant information increase
Solution Approach 1:
The patent introduces an intermediary filtering layer at each micro grid apparatus that processes and filters incoming information before it reaches the decision-making processors. This intermediary layer selectively transmits only relevant alert information between micro grids and the macro grid, reducing information overload while maintaining comprehensive communication coverage through the distributed network
Solution Approach 2:
The system implements feedback mechanisms where micro grids continuously report on the relevance and effectiveness of received information, allowing the macro grid to adjust information transmission strategies. This feedback loop enables the system to optimize information flow dynamically, reducing irrelevant information transmission while maintaining broad communication coverage
3Device complexity
If a centralized government structure is used for alert response, then coordination is simplified, but adaptability to diverse alert types is reduced
Solution Approach 1:
The patent segments the centralized government structure into multiple autonomous micro grid apparatuses, each capable of independently adapting to specific alert types. This segmentation maintains coordination simplicity through standardized communication protocols while enabling diverse alert response strategies at the local level, thereby improving overall system adaptability
Solution Approach 2:
Each micro grid apparatus is designed with universal functionality to handle multiple types of alerts while maintaining its autonomous decision-making capability. The standardized interface and communication protocols enable these independent units to work together seamlessly, providing both coordinated response and adaptability to diverse alert scenarios
Data Source
AI summary
A governance apparatus and a communication method for communicating within the governance apparatus. The governance apparatus includes a Government. The Government includes Councils such that a macro grid including an artificial intelligence and the Government is configured to respond to an alert pertaining to an event through use of the artificial intelligence and the Government. The governance apparatus also includes an enhanced Transmission Control Protocol/Internet Protocol (TCP/IP) communication stack of layers including a Governance Layer and an Intelligence Layer. The Intelligence Layer includes intelligence software configured to process data pertaining to the event, data pertaining to the alert, and data pertaining to the Government. The Governance Layer includes governance software configured to filter data in a TCP/IP packet header structure through data security and data integrity algorithms, both to and from the intelligence software in the Intelligence Layer, to protect the artificial intelligence from attack.