It's just super exciting the way this whole field will be transformed.

As you mentioned, it's kind of like two big platform shifts, essentially at once,

because most of it is not yet, like you mentioned, microscopes aren't even connected.

So just the basic advances of digitization, creating an inexhaustible digital resource

that you continue learning from without destroying any tissue over time,

connecting all of these brains together across the world is just a huge platform advance in itself.

The advantages of cloud and digital being connected. And then at the same time,

you know, as that's being transformed, we're getting the substrate for training all these new

models can do things at lower cost, more accurate, more reproducible, and more predictive.

So like this is like, you know, where things are going, and I agree with you within five to 10 years,

you know, the world of pathology and diagnostics for drug development, as well as for clinical care,

I think will be totally transformed by this. This week in startups is brought to you by

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All right, everybody, welcome back to this week in startups. I'm really excited for our next

presenter here, our next founder. His name is Andy back. He's a CEO and co-founder of Path AI.

And Path AI is a research platform. It's designed to improve the speed and accuracy of cancer

diagnosis and treatment. Every time we have a conversation about AI, the past decade, the incredible

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