Blank Bio

Blank Bio is a YC-backed startup focused on developing the next generation of RNA foundation models. By leveraging decades of research in machine learning for RNA biology, Blank Bio aims to create powerful computational tools that can transform RNA therapeutics. Their innovative models are designed to enhance mRNA design and are poised to support a variety of applications in the field of RNA biology.

The core of Blank Bio's offering is their ability to decode cfRNA and characterize isoform-level functions. They provide solutions for identifying RNA signatures that can aid in patient stratification and treatment response monitoring. Additionally, their models can predict lncRNA essentiality and classify isoform functions, which are crucial for understanding the complexities of RNA biology. This comprehensive approach allows researchers to identify functional regions of importance within target transcripts, guiding the design of ASOs, gRNAs, or small molecules.

Blank Bio believes that foundation models can get researchers 90% of the way to their goals, and they are committed to collaborating with clients to fine-tune the remaining 10% to meet specific needs. Their vision is to empower the scientific community with advanced tools that can lead to breakthroughs in RNA therapeutics, ultimately improving patient outcomes.

As mRNA continues to gain traction as a therapeutic modality, Blank Bio is dedicated to addressing the challenges faced in RNA modeling. They are introducing resources like mRNABench, a benchmarking suite designed to evaluate models on mature mRNA biology, ensuring that their tools are effective and relevant in the rapidly evolving landscape of RNA therapeutics.