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Artificial intelligence today is a very broad church covering many different areas and disciplines and has had impact over a number of years. In drug discovery, although there have been very many new innovations in applying artificial intelligence to challenges here and in chemistry in general, methods from AI have been applied over decades in various forms to contribute to the progress to challenges in developing new therapies and new scientific methods.

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