EvolutionaryScale has developed ESM3, a groundbreaking language model specifically designed for the life sciences, which enables scientists to understand, design, and create proteins. ESM3 operates by interpreting biological data, leveraging the universal genetic code composed of 20 amino acids. This model is capable of reasoning over the sequence, structure, and function of proteins simultaneously, allowing for the generation of novel proteins with applications in medicine, environmental science, and biotechnology. For instance, ESM3 has successfully designed a new version of the Green Fluorescent Protein (GFP), named esmGFP, which represents an evolutionary leap that would have taken nature 500 million years to achieve. This capability is made possible through extensive training on a vast dataset of proteins, utilizing advanced computational power to simulate evolutionary processes.

The ESM3 model is part of a larger commitment by EvolutionaryScale to responsible AI development and open science. The company emphasizes transparency and collaboration with the scientific community to ensure that their technologies are used ethically and effectively. ESM3 is available in various sizes through an API and is optimized for deployment on platforms like AWS and NVIDIA. The model's architecture allows for multimodal reasoning, enabling scientists to guide the generation of proteins by specifying desired characteristics. This innovative approach not only enhances our understanding of biology but also positions ESM3 as a powerful tool for advancing scientific discovery and addressing global challenges, such as plastic waste and disease treatment.

United States

EvolutionaryScale is a biotech startup focused on AI research in the field of biology. The company has developed a database of over 2 billion protein sequences to train its AI model, offering technology that can provide insights into biological processes. EvolutionaryScale has raised significant funding, including a $142 million seed round, and is known for its ESM3 Generative AI Model for biology.

EvolutionaryScale

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