Evelyn Hur

@stanford cs & product design

[Daniel Guo @dan_guo_]

Check out our website https://t.co/RqLVrD77g3, which visualizes our designs and provides open access to 120+ biological AI models and tools!

To learn how to navigate the UI and start designing with our Proto agent, check out https://t.co/svmAR5LMde

We've received amazing feedback over the past day and we're excited to see what the community builds! https://t.co/RqLVrD77g3

[Brian Hie @BrianHie]

In new work, we lay out a vision for a high-level programming language for generative biology, called Proto.

Proto composes generative and predictive models spanning DNA, RNA, proteins, ligands, and their interactions, which we use to design complex biological functions. 1/n

[Daniel Guo @dan_guo_]

Biological engineering has long aimed to make biological systems designable, composable, and programmable across scales and modalities. However, existing biological AI models and tools are siloed and difficult to compose.

Today, we’re proud to share our preprint for Proto, a high-level programming language and open infrastructure layer generative biology.

*This thread is centered around the Proto Language. For the full paper thread, check out: https://t.co/bZexx0oKEg

[Aditi Merchant @aditimerch]

Biological engineering has long aimed to design living systems with the programmability of software, but the tools to do so rarely fit together.

Today, we’re sharing our preprint introducing Proto, a high-level programming language for generative biology that composes models and design tools across DNA, RNA, and proteins to optimize towards user-specified functional objectives.

[Ben Viggiano @bviggiano_13]

Performing bioinformatics analysis and building biological design pipelines can mean a lot of infrastructure fighting: fragmented tools, idiosyncratic formats, and APIs that are hard to compose. That friction slows researchers down, and as this Anthropic blog post lays out, it's now a major bottleneck for modern agents as well.

Today, we're releasing Proto, a design platform for generative biology. This thread is on the layer that makes it work: proto-tools, a universal open-source infrastructure layer for biological models and tools.