Collaborative Semantic InferenceEmpowering users with explainable AI interactions.
Collaborative Semantic Inference
A framework for visual collaboration between humans and deep learning models.
Open Source
Collaborative Semantic Inference (CSI) facilitates understanding and control of AI through a co-designed interface. Key features include:
- Visual Collaboration: Engage interactively with deep learning models.
- Explainable Reasoning: Exposes intermediate reasoning processes to enhance user comprehension.
- Effective Interaction Design: Balance model performance with user agency in decision processes.
This approach is especially relevant in areas like document summarization, where understanding AI reasoning is crucial for effective application.
