Calico Life Sciences is leveraging artificial intelligence to formulate new understandings of the complex biology of aging, recently pinpointing a novel hypothesis regarding the regulation of the integrated stress response (ISR) by metabolism. The ISR, a cellular mechanism linked to both protection and disease, has long been a focus of aging research, but connecting disparate findings has proven challenging. Principal Scientist Katherine Labbé described working with Co-Scientist as feeling natural and aligning with how a scientist already thinks and behaves, suggesting a uniquely intuitive integration of AI into the research process. The team plans to publish their findings, which have important implications for the role of ISR in health and disease.
Co-Scientist Identifies Novel Hypotheses in Aging Research
The company’s team, facing inconsistent and irreproducible findings, found the AI’s ability to assess scientific quality particularly valuable. Matt Onsum, head of AI/ML at Calico, noted Co-Scientist impressed experts with its ability to identify genuinely promising avenues for investigation. Researchers at Calico did not simply ask Co-Scientist to analyze existing data; they actively collaborated with the AI to refine experimental designs and incorporate emerging results, creating a dynamic feedback loop. This iterative process yielded new findings with significant implications for understanding the ISR’s role in health and disease, and the team is preparing to publish their work. Dr. Onsum views this collaboration as a substantial undertaking, stating that seeing how Co-Scientist helps them integrate information to better understand the mysteries of aging is a significant goal. The ability to synthesize disparate findings and generate testable hypotheses represents a significant step forward in addressing the multifaceted challenges of aging research.
This approach extends beyond simple data analysis; the system is designed to assess the quality and reliability of existing literature, a crucial step in aging research. Dr.
Seeing how Co-Scientist helps us integrate all the information we have around us to better untangle the mysteries of aging – that’s about as big of a moonshot as I can think of.
