ICAI GENIUS

Generative Enhanced

Next-generation Intelligent Understanding Systems

We design, build and deploy GENIUS, Generative-Enhanced Next-generation Intelligent Understanding Systems to support human experts in answering scientific and operational questions.

Generative AI holds enormous potential in accelerating science and innovation. How can Generative AI best support human experts in knowledge management and decision making within large organisations?

Our Approach: We extend and enhance state-of-the-art Generative AI methods for knowledge management and decision making through collaborative semantic knowledge engineering between people and AI systems, by providing domain experts human-centered methods and tools that account for relevant human characteristics in knowledge extraction, organisation, and access.

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Research Areas

Scientific research

o Collaborative Knowledge Synthesis

o Integration of Distributed Knowledge Fragments

o Value Alignment and Knowledge Integration in GenAI

o Trustworthy Conversational AI Using FAIR Data and Services

o Human-AI Ethics and Responsible Innovation

APPLICATIONS

o AskAra: Research Assistant

o AskAnn: Foodbank Chatbot

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