Salesforce Collaborates with UCSF to Advance Protein Research using Generative AI

Salesforce has announced a cooperation with University of California, San Francisco academics to create new methods for creating protein sequences using generative AI. This game-changing technology has the potential to transform medication research and therapy development.

Accelerating the Discovery Process with Generative AI

Generative AI speeds up protein design by creating vast collections of protein sequences in hours or days, instead of the complicated and time-consuming procedure that can take months or years.

Salesforce Research harnesses AI to tackle societal challenges in economics, wildlife conservation, and healthcare.

Salesforce Research applies AI to societal challenges, ranging from equitable economic policies to tracking sharks with computer vision AI and optimizing breast cancer treatment paths.

Salesforce develops ProGen AI language model to generate proteins for innovative solutions in healthcare and sustainability

Salesforce Research uses artificial intelligence to create ProGen, an AI language model trained on the world's biggest protein library, which might lead to novel medicines, vaccines, and sustainability advances. The straightforward technique of finding situations where AI may be used is employed.

Creating an ‘amino alphabet’

Salesforce created a language model using a database of 280 million protein sequences to generate novel proteins by training an "alphabet" of amino acids that form proteins.

Collaborative Efforts of Salesforce and UCSF

One of the most significant advantages of this technique is its capacity to create proteins with specific features, such as improved stability or binding affinity, which might be utilized to target certain disease targets.

Impact of Generative AI on Healthcare and Medicine

Salesforce's partnership with UCSF in protein research and drug development has the potential to speed up the discovery process and have a significant influence on healthcare and medicine.

A Promising Future for Protein Research and Drug Discovery

Generative AI for protein research is an interesting field that has the potential to speed up medication development and enhance global healthcare. The relationship between Salesforce and UCSF is a significant step forward, and we anticipate further success in the future.

References

• How Salesforce Research Uses Generative AI as a Force for Good

• Salesforce CodeGen Unpacked: Written English Phrases Become Executable Code with Conversational AI

• Building Generative AI We Can Trust

• The AI Economist: Why Salesforce Researchers are Applying Machine Learning to Economics

• How Salesforce Einstein is Helping Track (and Protect) Great White Sharks in the Wild

• AI at Work: How Salesforce AI Could Make Therapeutic Decision-Making for Breast Cancer More Accurate, Affordable and Accessible

• How Salesforce’s AI-Designed Proteins Could Help Uncover Potential Medical Treatments

• Welcome to the Fraser Lab!

• Amino Acid Alphabet