Engineerable AI Project
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About
The eAI project addresses the need for Engineerable AI technology, focusing on AI systems that can cater to detailed needs, particularly in dependability-critical areas like healthcare and autonomous driving. The project targets two key challenges in machine learning, especially deep learning: the reliance on extensive data and the difficulty in controlling system behavior during updates. The project explores methods to incorporate human knowledge into AI and adjust AI behavior based on its actions. Proof of concept implementations are being developed in the medical and autonomous driving fields.
Platform
Task
Features
• poc in medical and autonomous driving domains.
• focuses on modifying ai behavior based on knowledge of its actions.
• focuses on incorporating human knowledge into ai construction.
• addresses the challenge of controlling the behavior of ai systems during updates and retraining.
• addresses the challenge of ai systems' dependence on large datasets.
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