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Using AI, researchers identify a new class of antibiotic candidates that can kill a drug-resistant bacterium (phys.org)

submitted 6 months ago by sanqueue@lemmy.world to c/technology@lemmy.world

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[–] Vector@lemmy.world 36 points 6 months ago (1 children)

A key innovation of the new study is that the researchers were also able to figure out what kinds of information the deep-learning model was using to make its antibiotic potency predictions. This knowledge could help researchers to design additional drugs that might work even better than the ones identified by the model.

That is awesome. I wonder if the techniques that they have used to expose the machine learning “black box” process can be applied to other models - from my understanding of it, that would be pretty big news in and of itself.

[–] c0mbatbag3l@lemmy.world 7 points 6 months ago (1 children)

Hope so, that's the big leap forward with machine learning IMO.

[–] Legendsofanus@lemmy.world 2 points 6 months ago

So what, we are learning what caused AI to come to a conclusion?