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So how do we benefit by thinking about the importance of cultural evolution?
How do we benefit most from and contribute most to our partnerships with Argonne, the Field Museum, the Museum of Science and Industry, the Chicago Public Schools, Howard Hughes Medical Institute, and others?
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How do we reap benefits from AI/ML without displacing or distorting professional knowledge?
There are lots of questions that arise here: how do we define benefits and costs?
How do we ensure new tools benefit everyone?
If our only standard is personal choice, how do we know it will benefit anyone; whether it's good, bad or ugly; if we will choose the same tomorrow?
How do we balance the benefits to a few against the negative effects to others?
In view of the dangers and contingencies of translation, how do we define its benefits?
"It's dangerous, racializing, and has few legitimate uses; facial recognition needs regulation and control on par with nuclear waste". How do we expand the benefits of machine learning, while protecting privacy?
Now it's a question of how do we bring these benefits to others in the organization who might not be aware of what they can do with this type of platform.
How do we, as contemporary audiences, benefit from seeing this particular story told in music?
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com