How I model scientific claims before generating a diagram
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A prompt I keep using when I test scientific image models is short: "Draw the MAPK pathway." That sentence leaves most of the important decisions unstated. Which branch matters? Which cell type are we talking about? Does an arrow mean activation, transport, or simply "this happens next"? Is the figure explaining a known mechanism or summarizing one experiment? A model can make those missing decisions on its own. The result may look polished and still be scientifically useless. The picture is…
1Key Takeaways
- A prompt I keep using when I test scientific image models is short: "Draw the MAPK pathway." That sentence leaves most of the important decisions unstated.
- Which cell type are we talking about?
- Does an arrow mean activation, transport, or simply "this happens next"?
- Is the figure explaining a known mechanism or summarizing one experiment?
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that a prompt I keep using when I test scientific image models is short: "Draw the MAPK pathway." That sentence leaves most of the important decisions unstated.
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