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Goal: Help scientists ask better questions make better decisions. have great judgments in proliferation of AI coding agents

  1. take one modality for example RNA-Seq and generate all possible figures with and without groups. save the prompt used to generate the figures
  2. What hypothesis generated my conclusions ?
  3. Prompt <-> scientific figures. can you guess the prompt that made that figure and how is that figure applied?
  4. Adversial attacks and evals of figures. what is wrong with this figure.

Assets Airways RNNA-Seq from DeSeq2 package