AI Keyboard Input Processing for Adaptive Human Interface Control
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Solution Overview
Problem
Conventional Human Interface Devices (HIDs) lack advanced technologies to adapt to nuanced user interactions, limiting their ability to provide intuitive and responsive user experiences.
Innovation Solution
Intelligent HIDs are developed with sensing capabilities and AI-driven functionalities to capture a range of user interactions, including keystroke frequency, velocity, and pressure, and adapt their behavior accordingly, integrating a processor capable of running AI models to enhance usability and versatility.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If AI models are integrated into HIDs to process raw user input, then user experience adaptability is improved, but device complexity increases
Solution Approach 1:
The patent segments the AI processing function by implementing separate AI models (writing style model, code development model) that can be independently selected and activated. This allows the system to maintain complexity only when needed while keeping the base HID simple, resolving the contradiction between adaptability and complexity.
Solution Approach 2:
The system dynamically selects which AI model to activate based on user needs and input context. The writing style AI model activates for text input, the code development AI model for programming input, and none for other input types. This dynamic activation pattern allows high adaptability when needed while maintaining low complexity during normal operation.
2Adaptability or versatility
If multiple AI models are implemented in HIDs, then functionality versatility is improved, but manufacturing complexity increases
Solution Approach 1:
The patent implements a universal AI model selection mechanism that can handle multiple functions (writing style transformation, code development assistance) through a single framework. The same processor and memory infrastructure supports different AI models, reducing manufacturing complexity compared to building separate dedicated systems for each function.
Solution Approach 2:
The system changes operational parameters by selecting different AI models based on input type and user needs. The same hardware platform can operate with different AI models (writing style, code development) by changing software parameters and configuration, avoiding the need for physical manufacturing variations and reducing overall manufacturing complexity.
3Speed
If HIDs operate independently without IHS involvement, then response speed is improved, but system integration complexity increases
Solution Approach 1:
The patent extracts AI processing functionality from the traditional IHS and places it directly within the HID device. This extraction enables the HID to process input locally and respond independently without waiting for IHS processing, significantly improving response speed. The separated architecture also means that integration complexity is confined to the HID level rather than requiring system-wide coordination.
Data Source
AI summary
Systems and methods for intelligent Human Interface Device (HID) operations. In some embodiments, a keyboard may include a processor; and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the processor to: process raw user input based, at least in part, upon a writing style Artificial Intelligence (AI) model, to produce processed user input; and transmit the processed user input to an Information Handling System (IHS) coupled to the keyboard.