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They report in the journal Science that the 5.27 megabit collection of data they stored is more than 600 times bigger than the largest dataset previously encoded this way.
Various types encoded this way may be scattered throughout a nominative taxonomy; however, the type system provides no mechanism to model structural equivalence of types.
The brightness coefficients encoded this way tend to make up about 8percentt on average of images the team encountered, but they shrunk that 8percentt by about 61percentt, giving from this method alone a 5percentt reduction in overall file size.
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It means that anything encoded in this way will be safe when the next generation of quantum computers start chomping away at the more conventional public key cryptosystems.
And it's not just audio that can be encoded in this way: if you consider pixels to be simply bit values for color and so on, you can express images and video using this method as well.
Note that free-form text entries however, cannot be encoded in this way and therefore should be avoided whenever possible if automated analysis is the goal.
Recent imaging experiments have provided further support that the primary visual cortex (V1) encodes images this way.
The spatial invariants encode geometric structure and texture characteristics; and the transformational invariants encode the way objects move irrespective of the way they look.
Now labors to encode the way experts think about their problems.
"Simonyi wants to encode the way people think a way cool idea, but man, is it hard".
The message is first encoded in some way, transmitted, and then decoded.
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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