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How GPT-5 helped immunologist Derya Unutmaz solve a 3-year-old mystery

The model’s ability to augment human expertise could help advance fields including cancer research, autoimmune disease, and infections.

How GPT-5 helped immunologist Derya Unutmaz solve a 3-year-old mystery

TL;DR

  • Immunologist Derya Unutmaz used GPT-5 Pro to analyze a complex experiment on T cell development and glucose metabolism that had been unresolved for three years.
  • The AI identified that deoxyglucose, a glucose-like molecule, interfered with the construction of the IL-2 protein, which normally prevents T cells from becoming inflammatory-response cells.
  • GPT-5 Pro was also able to accurately predict the outcome of a previously conducted experiment on T cells targeting lymphoma, indicating a deeper level of understanding.
  • Unutmaz views AI models like GPT-5 Pro as collaborators that can streamline research, help identify unanswered questions, and refine hypotheses.
  • AI can significantly accelerate scientific progress by simulating experiments and predicting outcomes, but human expertise remains essential for evaluating insights and their significance.
  • The advancements in AI capabilities also raise concerns about potential misuse, such as the design of biological or chemical weapons, necessitating responsible handling and safeguards.