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Overall, this framework provides renewed scope to directly investigate the hitherto opaque learning mechanisms through which training duration, contingency, and value interact to produce habits in both healthy animals and clinical populations.
If more and more clinical practice were relegated to increasingly opaque learning machines, if the daily, spontaneous intimacy between implicit and explicit forms of knowledge knowing how, knowing that, knowing why began to fade, is it possible that we'd get better at doing what we do but less able to reconceive what we ought to be doing, to think outside the algorithmic black box?
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Through the narrator's opaque musings, we learn that his name is "the same word as for sunbeams, as for winged and boneless sharks" and that his father, a major presence in the novel, has died 18 months earlier.
After literacy status is determined and the BEI is delivered, the health educator opens the opaque envelope and learns the intervention status of the patient.
We are learning that our opaque primary system and the broken Board of Elections in New York stifles real turnout and disenfranchises thousands of voters -- more due to ineptness than malice.
The strange thing about these machine learning systems, though, is how opaque they are to analysis.
Researchers were learning how to take an opaque medium typically a gas of atoms and turn it transparent by zapping it with a laser tuned to a certain frequency.
But it's a curiously opaque performance – all we learn about Nolan is revealed in a chunk of convenient exposition at the end of the second act.
Mary and Martha, not to mention the cipherish Lazarus, are simultaneously opaque and obvious: We learn just enough about them for it to be frustrating that we don't learn much more.
In my company, RampRate Sourcing Advisors, which deals with similar issues of managing risk in an opaque environment, I've learned that it's not about making a single right decision.
I think learning to refrain from speaking — without making people feel that you're trying to frustrate them by being opaque — has been an inflection point for me.
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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