Scaling Biotech
Jesse JohnsonMaking biotech data driven.
| Platform |  | Pricing | Only free issues |
|---|---|---|---|
| Publishes | Weekly | Issues | 217 |
| Subscribers | Read | scalingbiotech.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
What if alphafold could use Google?
My last couple of posts explored how the basic techniques of natural language LLMs can be repurposed to create models that make predictions about biological sequences - DNA, RNA and proteins. But it turns out there are a few tricks from nat...
Predicting function from sequences
This week, continuing with the theme of biological foundation models, I want to write about the Evo 2 model that the Arc Institute released last week. But the main difference between Evo 2 and its predecessor, Evo, seems to be some technica...
Attention works for proteins too
Now that we’re finally ready to dig into biological foundation models, I want to start with what might’ve been the first one - certainly the first one to get widespread attention: AlphaFold. It’s a very complex model of a very complex subje...
Multi-modal data and the magic of GANs
One of the places where I’m most excited about all these new foundational models in biotech is the potential to build models that leverage lots of different data modalities. So this week, to start getting warmed up for what this might look ...
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