Distributed AI Capability Sharing via P2P Database
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Solution Overview
Problem
Current technologies fail to effectively facilitate the sharing of abilities through a network, as they lack a method for exchanging artificial intelligence capabilities between devices.
Innovation Solution
A system and method for sharing artificial intelligence through a peer-to-peer network using a P2P database, where control information and information specifying the control information are registered and obtained, enabling devices to access and utilize AI capabilities distributed across the network.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If a centralized system is used to manage AI capabilities, then control and security are improved, but system complexity and single points of failure increase
Solution Approach 1:
The patent divides the centralized AI capability management system into distributed peer-to-peer nodes. Each node independently stores and shares AI capability information through a P2P database, eliminating the single centralized control point while maintaining system functionality through distributed collaboration.
Solution Approach 2:
The patent introduces a P2P database as an intermediary layer that mediates between different peer nodes. This database enables indirect communication and data sharing among nodes without requiring direct peer-to-peer connections, simplifying the interaction model while maintaining distribution.
2Productivity
If AI capabilities are distributed across the network, then accessibility and sharing efficiency are improved, but data security and control difficulties increase
Solution Approach 1:
The P2P database acts as a trusted intermediary that mediates all data exchanges between nodes. It implements security protocols and access control mechanisms, allowing nodes to share AI capabilities efficiently while the database ensures data integrity and security through structured management and validation.
Solution Approach 2:
The patent changes the organizational parameter of data storage from centralized to distributed, and implements cryptographic parameters for data protection. By transforming how data is structured and protected across the network, it enables both high accessibility and strong security guarantees simultaneously.
3Adaptability or versatility
If a P2P network is used for sharing AI capabilities, then system decentralization and robustness are improved, but information registration and retrieval complexity increase
Solution Approach 1:
The P2P database serves as a mediator that handles the complexity of information registration and retrieval in the distributed network. It provides standardized interfaces for nodes to register AI capabilities and retrieve needed information, abstracting away the underlying complexity of peer-to-peer data management while maintaining full decentralization.
Data Source
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AI summary
There is provided a providing device including a processing unit that enables acquisition of one or both of control information for causing artificial intelligence to function in a device and information for specifying the control information from a distributed network.