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Models blur the line between what's established, what's contested, and what's simply made up in the life sciences, and they cite papers that don't exist.

As a Biologist you'll hold AI biological reasoning to the standard of the literature and write answers that get the science right.

  • Write prompts that probe biological reasoning: molecular mechanisms, experimental design, and data interpretation.
  • Review AI output for fabricated citations, overstated claims, and misread experiments, and rate the reasoning.
  • Write the correct answer when the model falls short, grounded in the actual literature.

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