DNA is not simply a set of instructions sitting inside a cell. It is dynamic, folding into messy, three-dimensional knots that influence how the genome actually functions. Artificial intelligence models, for now, are not equipped to make sense of them.
Why can't AI decode the genome's folded structure yet?
The obstacle is data. Like the scientists who study these structures, AI models don't yet have enough information to properly decode the genome's folded architecture, according to a feature first published by Quanta Magazine.
How do three-dimensional DNA structures affect gene activity?
Researchers have only scratched the surface of how these three-dimensional arrangements shape gene activity. That limited understanding is the core problem. Without a fuller picture of the structures themselves, the models have little to learn from.
This article was written with the assistance of AI.
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