CORDIS Project
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This project seeks to enhance the understanding and control of large language models used in artificial intelligence. It aims to develop methods for interpreting their internal mechanisms and improving their reliability and safety in various applications.
Large language models (LMs) are quickly becoming the backbone of many artificial intelligence (AI) systems, achieving state-of-the-art results in many tasks and application domains.
Despite the rapid progress in the field, AI systems suffer from multiple flaws inherited from the underlying LMs: biased behavior, out-of-date information, confabulations, flawed reasoning, and more.If we wish to control these systems, we must first understand how they work, and develop mechanisms to intervene, updat…
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