AI Training Interface with Server-Mediated Code Generation
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Solution Overview
Problem
Existing AI training systems require complex coding by users, making them inconvenient for non-experts.
Innovation Solution
An electronic device and service providing server system that allows users to participate in AI training through a user-friendly interface, receiving inputs for initial settings and training requests, and transmitting data to a service providing server for processing, without requiring advanced coding skills.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If users directly code AI training systems, then AI training functionality is achieved, but user convenience and accessibility deteriorate due to complex coding requirements
Solution Approach 1:
The patent introduces an intermediary platform that sits between the user and the complex AI training system. This platform provides a user-friendly interface that automatically translates user-friendly parameters into the complex coding required for AI training, thereby resolving the contradiction by shielding users from complexity while maintaining functionality
Solution Approach 2:
The system enables users to perform AI training through self-service by providing automated code generation and configuration based on simple user inputs. The platform automatically handles the complex coding tasks that would otherwise require expert knowledge, allowing users to conveniently initiate and manage AI training without dealing with technical complexity
2Manufacturing precision
If AI training requires expert coding knowledge, then training precision and control are improved, but user accessibility and participation deteriorate
Solution Approach 1:
The platform acts as an intermediary that preserves training precision by maintaining the full AI training capability while improving accessibility through automated interface generation. The system translates user-friendly specifications into precise training configurations automatically, eliminating the need for users to possess expert coding knowledge while maintaining training quality
3Ease of operation
If a user-friendly interface is provided for AI training, then ease of operation is improved, but system complexity increases due to the need for automated code generation and processing
Solution Approach 1:
The patent extracts the complex code generation and processing functions into a separate automated platform layer. This extraction allows the user interface to remain simple and user-friendly while the backend handles the complexity of translating user inputs into AI training configurations, effectively separating the user experience from the system complexity
Data Source
AI summary
An electronic device for providing a user-participating-type artificial intelligence (AI) training service is proposed. The electronic device may include a user input receiving unit configured to receive, from a user of the service, initial setting user inputs about an initial setting for AI training and to receive an AI training user input for requesting for the AI training. The device may further include a processor configured to provide, through a screen of the electronic device, an initial setting UI (User Interface) receiving the initial setting user inputs and an AI training UI receiving the AI training user input, and a communication unit configured to transmit, to a service providing server, data corresponding to the initial setting user inputs and the AI training user input and to receive, from the service providing server, initial setting data and/or AI training data generated based on the transmitted data.