Build an adaptable, explainable AI-agentic platform
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Build an adaptable, explainable AI-agentic platform
We are developing a flexible, situation-aware AI-agentic platform powered by Generative AI (GenAI) and multimodal foundation models. This platform will decompose complex AI decisions into interpretable subprocesses and provide users with transparent, context-sensitive explanations. By integrating Knowledge Graphs and Retrieval-Augmented Generation (RAG), the system ensures that AI models are explainable without compromising performance. An embedded Explainability Assistant will guide developers in adopting best practices and monitoring system behaviour.
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Define and assess AI trustworthiness
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Define and assess AI trustworthiness
AIXPERT introduces a standardised, multi-dimensional framework to assess AI trustworthiness, including transparency, accountability, autonomy, and robustness across various working conditions. Using real-world datasets and human feedback, we benchmark AI systems using clearly defined metrics and share evaluation handbooks to promote replicability, governance, and informed human-AI collaboration. This framework provides a foundation for regulatory alignment and future certification schemes.
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Advance explainable multimodal foundation models
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Advance explainable multimodal foundation models
To ensure equity and inclusivity, we are working on next-generation explainable multimodal foundation models capable of handling diverse data types: text, image, audio, speech, and tabular. These models incorporate ethical design, bias mitigation strategies, and cultural sensitivity, setting a new standard for responsible AI development. In our model design, we value explainability and social equity to allow broad usability and minimise harmful outcomes.
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Demonstrate real-world impact through pilot use cases
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Demonstrate real-world impact through pilot use cases
We will validate AIXPERT’s framework across five high-impact pilot domains: healthcare, recruitment, educational robotics, manufacturing and creative arts. You can find out more on use cases in the dedicated website section.