Spatial Interface For Multi-Modal AI Input Processing
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Solution Overview
Problem
Existing artificial intelligence models are limited to processing one-dimensional inputs, such as text or single images, which restricts their ability to ingest multiple prompts efficiently, requiring significant time and processing power.
Innovation Solution
A spatial interface that allows for multi-modal input, enabling users to select and manipulate objects within a resizable and reshaped window, combined with text or voice commands, which are then processed by an AI model to generate dynamic responses.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If AI models process multiple prompts individually in sequence, then the model can handle complex queries, but it requires significant time and processing power
Solution Approach 1:
The patent transforms one-dimensional sequential processing into two-dimensional parallel processing by introducing a spatial interface that displays multiple objects simultaneously. Users can select multiple objects in parallel through spatial manipulation, and the system processes these multi-modal inputs (visual selections + text prompts) concurrently through the AI model, thereby reducing processing time while maintaining complex query capability
2Adaptability or versatility
If AI models accept only one-dimensional input, then the model structure remains simple, but the ability to ingest multiple prompts is limited
Solution Approach 1:
The patent creates a universal input interface that accepts multiple modalities (visual object selections through spatial window manipulation and text prompts) and consolidates them into a unified multi-dimensional input format for the AI model. The spatial interface serves multiple functions: displaying objects, enabling selection, capturing spatial relationships, and integrating with text input, thereby enhancing versatility without proportionally increasing model complexity
Solution Approach 2:
The system adds a spatial dimension to input processing by allowing users to interact with objects in a two-dimensional display space. This spatial interface enables simultaneous selection of multiple objects and capture of their spatial relationships, transforming single-dimensional text input into multi-dimensional input that includes visual, spatial, and textual components
Data Source
AI summary
The technology described herein is directed to spatial interface for multi-modal input to artificial intelligence (AI) powered tools. The interface allows for a first mode of input, such as selection of one or more objects using a movable window that can be resized and reshaped by a user. In addition, the interface allows for a second mode of input, such as text or voice commands. The AI powered tools accept the inputs from the first and second modes and dynamically generates a response.