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1/ Something that has been extraordinarily helpful to keep in mind in development of DeOldify is that there are many "causes" that tend to multiply in effects with each-other. Isolating one and addressing that may patch over an issue but that can easily mask root causes.
2/ Or even more mind-bendingly, there isn't just a "root" cause but really a combination of things that wind up being bad together but not in isolation. Thus having a habit of constantly reevaluating your conclusions about what works and what doesn't is crucial.
3/ It's also a big pain in the butt. But that's the nature of dealing with things this complex. You have to appreciate that you're going to be wrong a lot. Probably most of the time in some way.
Actually! This could be a metaphor for life in general.
Nothing exists in a vacuum - everything affects everything else, but only to a certain point. That’s why methods and data analysis are good for uncovering
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