The Technology
The increased use of AI in critical applications such as automotive, healthcare, military, increases the importance of Explainable AI (XAI) – transparency tools that provide clear insights into model decision-making. This invention allows an ultra-fast XAI based on simplified inference, which enables real-time insights and orders of magnitude speed-up compared to existing techniques. The proposed tool also provides more advanced and user-friendly insights, applicable both to images and point-cloud data.
Applications
- Healthcare
- Automotive
- Insurance
- Real-time control systems
- Cyber security
