5min chapter

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Bojan Tunguz, Johnny Israeli on How AI and Crowdsourcing Can Advance Vaccine Distribution - Ep. 195

The AI Podcast

CHAPTER

The Challenges of Machine Learning in Drug Discovery

There are multiple challenges with a machine learning especially deep learning in the drug discovery space, there are multiple challenges of different kinds. As the models become more powerful, the level of rigor and how you benchmark them needs to match it. And engineers and life scientists have very different approach to problems. So I think we're still in the early stages of kind of merging to approaches and merging to cultures. But at this stage, I'm confident that these little kings will be ironed out as we go along.

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