CORDIS Project
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This project seeks to advance artificial intelligence by addressing its limitations in handling uncertainty. By developing a new paradigm for AI that provides reliable predictions despite incomplete knowledge, it aims to enhance the adaptability and robustness of AI systems in various real-world applications.
Although artificial intelligence (AI) has improved remarkably over the last years, its inability to deal with fundamental uncertainty severely limits its application.
This proposal re-imagines AI with a proper treatment of the uncertainty stemming from our forcibly partial knowledge of the world.As currently practised, AI cannot confidently make predictions robust enough to stand the test of data generated by processes different (even by tiny details, as shown by ‘adversarial’ results able to fo…
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