On 4/18/07, Matt Mahoney <[EMAIL PROTECTED]> wrote:

...
I would go further and include lossy compression tests.  In theory, you
could
compress speech to 10 bits per second by converting it to text and using
text
compression.  The rate at which the human brain can remember video is not
much
greater, probably less than 50 bps*.  Therefore, as a goal, an AGI ought
to be
able to compress a 2 hour movie to a 45 KB file, such that when a person
views
the original and reconstructed movie on consecutive days (not side by
side),
the viewer will not notice any differences.  It should be able to do this
after training on 20 years of video.
...



I'm not convinced by this reasoning. First, the way individuals store
audiovisual information may be differ, simply because of slight differences
in brain development (nurture). Also, memory is condensed information about
the actual high-level experience sensory/memory/whatsoever information,
therefore very lossy. The actual 45kb memory of a movide is therefore quite
personal to the subject. Recall of a photo/video is more like an
impressionistic painting then the original.

A perfect compression algorithm should compress subjective and much less
lossy... A movie would be more then 45kb. It would be interesting to see how
a human-ish compression algorithm would reconstruct a 45kb movie though :)

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