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Areas of Focus

Pioneering the intersection of machines and biology.

Scientific visualization illustrating Antibiotics AI

Antibiotics AI

We develop AI systems that learn the organizing principles of antimicrobial activity, enabling us to search vast biological and chemical spaces and discover new antibiotics beyond the reach of conventional approaches.

Scientific visualization illustrating Molecular De-Extinction

Molecular De-Extinction

We use AI to explore the molecular information preserved in extinct life, recovering functional molecules shaped by ancient evolution and testing whether the past can provide new solutions to present-day disease.

Scientific visualization illustrating Encrypted Immunity

Encrypted Immunity

We investigate how ordinary proteins and overlooked genomic sequences encode latent defense molecules, revealing encrypted immunity as a previously unrecognized layer of the immune system.

Scientific visualization illustrating Peptide Design

Peptide Design

We build computational systems that learn how peptide sequence gives rise to structure and function, enabling us to design new molecules with programmable properties for medicine, biotechnology, and beyond.