Interpretable AI for drug discovery
Active Founders
Nithin Parsan, Founder
John Yang, Founder
Company Launches
Hey everyone! We're Nithin and John, founders of Reticular.
TL;DR:
Reticular gives pharma companies precise control over protein AI models, enabling reliable drug discovery without millions in wasted experiments. We're unlocking encoded information in these models through foundational AI interpretability research, making steering as easy as prompting ChatGPT.
The Team:
Nithin and John are huge AI + Bio nerds who:
- Met 7 years ago competing in International Biology and Neuroscience Olympiads and were roommates at MIT for 4 years
- Published ML/bio research in NeurIPS, Nature, and PLoS ONE
The Challenge:
Information in biology is incredibly scarce and expensive to validate. While protein AI models like AlphaFold have revolutionized drug discovery, they're still black boxes:
- Companies waste millions testing AI-generated designs and they can't easily control what these models output
- Limited data makes validation slow and expensive
Our Approach:
Instead of trial-and-error, we're leveraging mechanistic interpretability techniques that excel at extracting sparse knowledge from models even with scarce data. We’re demonstrating that the same advances from frontier AI labs in steering models like Claude are applicable to unlock protein language models.
For our design partners, we’re delivering:
- Direct steering of protein models towards desired properties
- Interpretable biological features backing every design
- Efficient exploration of combinatorially massive design spaces with limited data
See It In Action:
We're steering Green Fluorescent Protein towards more fluorescent sequences by directly controlling the model's internal knowledge.
Learn More at reticular.ai, our proof-of-concept blog post, and at demo.reticular.ai.
We're Looking To Connect With:
- Startups working with biological language models for design partnerships
- Pharma teams building generative discovery pipelines
- Researchers working on AI interpretability
Working with biological AI or have relevant connections? We'd love to chat! Schedule some time at calendly.com/reticular or email us at contact@reticular.ai
YC Sign Photo
