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3 questions: Visualize research on the age of AI

Nature

Q: You mentioned that the image might be considered “manipulated” as soon as a photograph is taken. There are ways in which you’ve gotten manipulated your individual pictures to create a visible that communicates the specified message more successfully. Where is the border between more acceptable and unacceptable manipulation?

A: In the broadest sense, the choices about how the content of a picture is compiled and structured, and with which tools used to create the image are already manipulating the truth. We need to do not forget that the image is barely a representation of the matter and never the thing itself. Decisions have to be made when creating the image. The critical problem just isn’t to govern the information, and for many images the information is the structure. For example, for an image that I took a while ago, I digitally deleted the petri dish, through which a yeast colony grows, to attract attention to the breathtaking morphology of the colony. The data in the image is the morphology of the colony. I didn't manipulate this data. However, I all the time apply within the text when I actually have something with an image. I’m discussing the concept of ​​improvement in image in my manual “The visual elements, photography”.

Q: What can researchers do to make sure that their research is communicated appropriately and ethically?

A: With the arrival of AI, I see three principal problems by way of visual representation: the difference between illustration and documentation, ethics by way of digital manipulation and a continued need that researchers need to be trained in visual communication. For years I actually have been attempting to develop a visible literacy program for the present and upcoming classes of science and engineering researchers. With is a communication requirement that mainly deals with the letter, but what concerning the visual, which is not any longer tangential for a journal submission? I’ll bet that the majority readers go to the characters after reading the abstract.

We need to ask the scholars to learn learn how to critically have a look at a broadcast diagram or a broadcast picture and choose whether something strange happens. We need to discuss the ethics of the “stamp” of a picture to look a certain way. I describe an incident within the article when a student modified certainly one of my pictures (without asking me) to fulfill what the scholar wanted to speak visually. Of course, I didn’t allow it and was disenchanted that the ethics of such a change was not taken into consideration. At least now we have to develop talks on campus and, even higher, create a visible literacy request along with the writing requirements.

Q: Generative AI doesn’t go away. What do you see as a future for visual communication in science?

A: For the article I made a decision that a strong way of questioning using AI when generating pictures was used. I used certainly one of the diffusion models to create a picture with the next input request:

“Create a photograph of Moungi Bawendi's nanocrystals in vials in front of a black background and fluorescing at different wavelengths, depending on the scale when it’s enthusiastic with UV light.”

The results of my AI experiment were often cartoon-like images that might hardly get as a reality-because of documentation-but there shall be a time through which they shall be. In discussions with colleagues in research and computer science communities, everyone agrees that we must always have clear standards for what just isn’t permitted and what just isn’t. And above all, a gena visual should never be permitted as a documentation.

AI-generated images will actually be useful for illustration purposes. If a visible visual is to be submitted right into a diary (or might be shown in a presentation), the researcher must consider that the researcher must

  • Clearly labeled when an image of a AI model has been created.
  • Enter which model was used;
  • Include which request was used; And
  • Insert the image when there’s one which was used for the prompt.

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