Hmm, I like this Topic.
Notes:
missing data.
universe/world isn't lossless (present future has missing data).
Lossless Compression is not the best rule.
self-regeneration works as best compressor (Physics is).
a brain with gold facts makes more gold outputs, which are imperfections,
optimal ones!
"These future observations may be thought of as missing data for which optimal
imputations are the output. ".
language goes from real cat to word cat.
Hierarchies like in the brain make the future missing data by quantum
entangling an analogy (info creation) using Translation and Sequencing.
"*Mean imputation* is a method in which the missing value on a certain variable
is replaced by the *mean* of the available cases." --- SELF-ATTENTION
(Transformer net architecture).
Indeed you need a metric, you will need context and a meaning understanding
like in GloveGPT-2 for doing translation replacing of words/phrase parts.
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Artificial General Intelligence List: AGI
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