Episode Transcript
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hello hello this is thumbs united we're
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doing just kenner running around in horizon
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two i got is a while ago
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it was before they head my as
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a game pass ultimate they have games
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as gold were once a month they
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give you three games were free and
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so this was one of omega for
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free and so i thought i lost
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it this is a long time ago
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i thought i lost it i thought
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i lost it because i deleted it
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from know experts expect they had not
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that much space but then i went
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to and start again can find anywhere
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so they really can offer skated it
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there was like a cup you could
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go directly to the store and download
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it that wasn't the problem but if
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you looked like purchased games or games
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with gold it was just like completely
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disappeared sir sometimes hannah they just don't
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want you to find it but the
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guy back and then has actually gonna
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do horizon three was setting up yesterday
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i downloaded it and everything as at
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her this is weird i figured it
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was like the same thing or they're
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like to take anyone where it is
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because you want people to buy horizon
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five or minimum for and so i
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downloaded it was like fifty gigs and
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then i gotta play it because i
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figured maybe it's part game past they
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just don't advertise it as i could
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you buy the game and as like
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now so they have fine ago by
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the game and no you can't purchase
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that they were discontinued it it reach
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end of life and so you can
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still down or it you just can't
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pay play it unless he already paid
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for it in the past and so
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because i'm old school in my ex
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bucks or an s has a disk
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drive i bought a copy of for
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the horizon three they didn't say it
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was used which i don't care it
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i usually buy used games but it
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was like nineteen dollars so i'm getting
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the desk and then i get hacked
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it but the desk in does even
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read from the desk because it says
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oh you got it from ha here
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you have downloaded say headset so i
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was my goal is to do like
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all the horizons we did horizon five
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first but now we'll go back and
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do horizon three which i've never played
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before i've only done the demo and
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there now as or an hour during
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horizon to answer then or do horizon
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three and four i'm a little i'm
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a little messed up my messed up
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and headed by tired my life was
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a lie i'm doing a lotta astrophotography
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and hard because usually in winter like
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yeah there's clouds but when nurse sky
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is clear it's like really clear and
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there's a very little community like you
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can see you know tennis stars at
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the naked eye and that has not
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been the case as winter i've been
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able to go out and get pictures
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of stars funding once in december and
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then so far twice and all of
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chain as there's never a good especially
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since i invested more natural photography gear
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but b s or last night as
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was to be a big night or
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as gonna shoot all night live and
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in there now to to to do
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this and so i set up everything
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last night yeah to do this thing
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with father alignment are you have to
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aim the tripod base and has kind
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of this a special head of that
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votes the tripod the hosts the camera
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and it rotates the camera with the
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rotation of the earth so even though
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it's rotating it's looking at the exact
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same stars and this night sky turns
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so in order to get it to
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rotate at the right green you have
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to aim it at the at the
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celestial north korean so it's not just
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that have to aim at north but
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you have to tilted up at the
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right degree have totted up at your
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longitude and then you actually aim it
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if you're in the northern hemisphere you
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aim it at the north star polaris
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and then the more accurate you aim
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it at for theirs in the smoother
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and better you are shots will be
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and so the whole point of it
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is so that one can set up
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your tripod to do like exposures and
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it will stay pointed at the right
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started of okay anybody star trails is
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if you do a long exposure at
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the night like the planet rotates faster
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than you think and so you get
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like motion blur effects on the stars
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and everything if you go longer than
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like five seconds on a regular check
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by so this fixes and and then
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what i'm doing now as i'm getting
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into stalking where you take the thousand
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or two thousand photos have a short
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time at five or six seconds and
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then in the computer and alliance or
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thousand photos and it combines that into
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a century it if it's like a
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thousand photos and it took an hour
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and a half to do it and
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it's like an hour and a half
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exposure and then and so the advantage
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of that is if you did like
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an hour and a half long exposure
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and like a cloud came in that
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would ruin your shirt or if you
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did hour and half and them and
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are like a couple of planes that
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flew across that would ruin your shot
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and so doing it and the five
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second chunks you can actually take out
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the photos there are a good like
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clark came in there was a plane
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that lens flare or something and so
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then it doesn't really affect the it
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affects the final image and that it
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will be clear and better looking let's
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i said i hope i have to
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lean on our two mounts astrophotography month
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since i got them polar aligned and
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everything it was like perfectly stars were
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out but i was going to a
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little bit longer tag the constellations i
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wanted we're not or not out yet
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so than the clouds came in as
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i this is fine cause the the
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weather report was ah the weather report
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was that it was going to your
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get cloudy around ten and and eleven
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only be clear and anxious the clouds
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narrow on away and well as a
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kid on the map it was like
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there was a patch or clouds that
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was just directly of my house not
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moving at all the rest of the
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city had a clear sky just not
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me hi to say cause best stations
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in excess science i waited up all
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night and i was like her where
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did all night where they are the
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clouds or disappear ag yeah twelve and
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then the report was and will disappear
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it at one am and same waiting
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and then then came and they were
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still there that were just sitting there
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and then there are like three and
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then at four am and nurse and
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wow this is it i have to
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pack up and so i mean like
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this little hut is not little it
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six feet by seven feet at six
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feet by six feet by seven feet
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and i said at my computer in
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their to do the telescope in everything
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and it a tour that down but
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it was like a little windy so
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kept blowing my structure over it's built
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at a pvc him and has a
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tarp and everything just for me no
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protection for wind and light rain so
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they kept blowing over said today it's
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post to be completely clear lake right
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now it's clear and all night says
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coast is clear so i believe it
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or little noisy drive a toss about
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and then be going out tonight same
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way they do some of the friends
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so if you beat them be sure
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to tell him the a study speech
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are you ready ready the horizon hates
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three festival was back ticket to the
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road trip of your life the road
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trip of my life fan so i
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ordered i bought some steaks to put
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in the ground to hold it up
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as going into the celebrity pvc you
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like reinforcement thing but at the same
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just go basic and do a steak
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system did you get from blowing over
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i've set it up wave five times
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before and i've never had a problem
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but it also wasn't the windy at
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all doing it doing it that respect
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i used to be such a huge
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need for speed fan out as they
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need for speed forever and now i
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do like forza non stop change oh
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it was funny my family and i
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celebrate epiphany and so he put the
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shoe under a tree and i we
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get gifts i usually like little gifts
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the chocolate and and things like that
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i usually get like a march pan
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pickers or something the pig is forget
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that the it too they share my
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market esa is pretty fun and as
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she got us time she calls them
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scratchy is as it i think they're
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called scratches it called scratch offs and
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like maybe as a british thing record
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scratches but my sisters and i got
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one say i actually won something i
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won five doctors and so the air
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hashtag winning that was it i've been
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working on doing a ice death machine
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journey and so i've actually found this
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library that programming library he has a
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ton of stuff it's really easy it's
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in hogan transformers and stuff and so
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that you can and saw anything pretty
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easily with python if you just doing
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a pip install it it just included
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in your python script but so i've
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done stuff with like gp t to
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and near a hand the going what
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i was really able to get work
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to work was near with a two
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point seven billion isner database it's it's
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slim weights but it's also caught something
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in a parameters to two point seven
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billion parameters so the more parameters you
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have the kind of better the answer
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you get it and so like our
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search i'll ask you know what is
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a black hole is it a black
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hole is part of over as of
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the problem i get into is like
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i ask a question of what is
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black hole but i wanted to be
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like a hundred word response and so
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give me like maybe a fifty word
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response and then the rest of it
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is just the last sentence repeated forever
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it's just like a black holes this
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big wackos has been i read a
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couple of of less time but so
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the bigger the parameter database care the
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more data it has and the more
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things it can predict day it think
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you want to know and but these
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databases are huge and like to the
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two point seven billion database is it's
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like i think it was like reviews
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fifteen gigabytes know it was twenty gigabytes
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and so the file size is important
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because it also has to be loaded
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in it's entirety into ram and so
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they're merely designed to be around the
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graphics cards which is why it's so
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difficult to do you know in terms
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of just at home because you need
278
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a crevice card that would be able
279
0:17:19,510 --> 0:17:21,520
to hold your twenty gigs of ram
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and as so the new stuff like
281
0:17:25,120 --> 0:17:28,150
neo acts which is said twenty billion
282
0:17:28,180 --> 0:17:30,100
parameter thing and they're getting higher where
283
0:17:30,100 --> 0:17:32,290
they have one hundred and seventy five
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0:17:33,160 --> 0:17:35,170
parameters and so they're at so it
285
0:17:37,060 --> 0:17:40,270
kind of a lot of options in
286
0:17:40,270 --> 0:17:44,500
terms of responses it can return and
287
0:17:44,500 --> 0:17:46,150
those ones you need like forty eight
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0:17:46,150 --> 0:17:53,080
gigs she pew memory and so it's
289
0:17:53,080 --> 0:17:55,930
not cheap to do i run it
290
0:17:55,930 --> 0:17:58,270
off a linux box it's only use
291
0:17:58,282 --> 0:17:59,800
a p sepia it doesn't have the
292
0:17:59,800 --> 0:18:03,250
graphics card so i'm running it off
293
0:18:03,250 --> 0:18:08,350
a rare and the servers i use
294
0:18:08,350 --> 0:18:11,410
are retired and of life servers i
295
0:18:11,416 --> 0:18:12,820
get em used an ebay and they're
296
0:18:12,820 --> 0:18:15,519
like eighty dollars and then yet to
297
0:18:15,519 --> 0:18:17,740
spend like another eighty four power supply
298
0:18:20,140 --> 0:18:24,340
but they have like twenty gigs of
299
0:18:24,340 --> 0:18:27,580
ram as well and so i'm able
300
0:18:27,580 --> 0:18:28,899
to do it off the see pew
301
0:18:28,899 --> 0:18:30,490
which is a little bit slower i
302
0:18:30,490 --> 0:18:31,930
mean is pretty so like you ask
303
0:18:32,020 --> 0:18:36,190
a question and it takes like five
304
0:18:36,190 --> 0:18:39,640
minutes of guess loading the parameters interbrand
305
0:18:40,600 --> 0:18:43,030
and then it takes maybe fifteen twenty
306
0:18:43,030 --> 0:18:44,710
minutes for it to figure out their
307
0:18:44,710 --> 0:18:48,280
response and so i have a python
308
0:18:48,280 --> 0:18:50,170
script that does it words like i
309
0:18:50,170 --> 0:18:52,720
write five questions and then i come
310
0:18:52,720 --> 0:18:54,520
back an hour later and has answered
311
0:18:54,520 --> 0:18:58,660
them seven plane with different parameter models
312
0:18:59,230 --> 0:19:03,393
so i turn and neo and then
313
0:19:03,400 --> 0:19:06,220
now which is two point seven billion
314
0:19:06,220 --> 0:19:09,430
parameters you can download one that so
315
0:19:09,580 --> 0:19:12,220
one point seven billion or you can
316
0:19:12,220 --> 0:19:13,780
do like three point five million and
317
0:19:13,780 --> 0:19:15,280
the lower the number the faster it
318
0:19:15,280 --> 0:19:19,630
is but also canada less detailed their
319
0:19:19,630 --> 0:19:23,800
responses or and so i've i have
320
0:19:24,460 --> 0:19:25,780
two point seven seems to be the
321
0:19:25,780 --> 0:19:28,360
limitation for doing it on the cp
322
0:19:28,360 --> 0:19:30,610
you any bigger and you need a
323
0:19:30,610 --> 0:19:32,590
lot more ram and you needed to
324
0:19:32,590 --> 0:19:38,530
be processed on the gas card no
325
0:19:38,530 --> 0:19:40,236
the reason why it works better and
326
0:19:40,236 --> 0:19:42,250
gov is card is the cps good
327
0:19:42,250 --> 0:19:48,160
for doing extremely complex calculations but essentially
328
0:19:48,160 --> 0:19:50,680
one at a time the keep you
329
0:19:50,740 --> 0:19:55,060
can do thousands of millions of calculations
330
0:19:55,570 --> 0:19:56,860
but they have to be very simple
331
0:19:56,860 --> 0:20:01,120
calculations and the reason why it covers
332
0:20:01,120 --> 0:20:04,630
cards like that is because the do
333
0:20:05,170 --> 0:20:08,830
really fast calculations for each pixel and
334
0:20:08,830 --> 0:20:11,830
serve just h d is about one
335
0:20:11,830 --> 0:20:14,290
point six million pixels it has to
336
0:20:14,290 --> 0:20:23,380
process instantaneously to make our eyes and
337
0:20:23,380 --> 0:20:26,620
so it does lot a simple calculations
338
0:20:26,620 --> 0:20:31,330
that really quickly and so i just
339
0:20:32,410 --> 0:20:34,720
with the am the i it does
340
0:20:34,720 --> 0:20:37,990
it really is a simple yo thousands
341
0:20:37,990 --> 0:20:40,060
of searching into okay what does is
342
0:20:40,060 --> 0:20:41,980
pretty quick what does worry me or
343
0:20:42,004 --> 0:20:44,230
does that word me and putting together
344
0:20:44,230 --> 0:20:47,380
and just searching the database the parameters
345
0:20:47,380 --> 0:20:50,950
really quickly and then returning the results
346
0:20:51,520 --> 0:20:52,900
does not like it has to think
347
0:20:52,900 --> 0:20:54,910
that hurry just had to search the
348
0:20:54,970 --> 0:20:57,310
and and a huge amount of data
349
0:20:57,370 --> 0:21:00,850
which is why it's needs to be
350
0:21:00,850 --> 0:21:03,460
loaded and ran wine and then too
351
0:21:06,880 --> 0:21:08,860
it's essentially like if you think about
352
0:21:08,890 --> 0:21:10,900
is like having a thousand tabs open
353
0:21:11,950 --> 0:21:16,063
and searching you know i am searching
354
0:21:16,063 --> 0:21:19,602
where google has compare each one so
355
0:21:19,602 --> 0:21:22,090
as not deck computationally intensive put it
356
0:21:22,090 --> 0:21:30,640
is hugely resource intensive so kind of
357
0:21:30,640 --> 0:21:34,090
what i've discovered his with the older
358
0:21:34,090 --> 0:21:37,330
servers that i have the limit is
359
0:21:37,330 --> 0:21:43,014
really two point seven billion parameters office
360
0:21:43,014 --> 0:21:47,680
cp sepia i did get this kind
361
0:21:47,680 --> 0:21:51,250
of one script to running where it
362
0:21:51,250 --> 0:21:55,750
loads each section ah so the parameters
363
0:21:55,750 --> 0:21:59,590
can be split into different chunks and
364
0:21:59,590 --> 0:22:01,120
so i had it worrying where i
365
0:22:01,270 --> 0:22:03,520
have a really old i it's they
366
0:22:03,520 --> 0:22:07,210
care and vidya ten fifty or ten
367
0:22:07,210 --> 0:22:09,880
forty t i so it is a
368
0:22:09,880 --> 0:22:12,580
very then just it's not that is
369
0:22:12,580 --> 0:22:14,500
so old it's just it is very
370
0:22:14,500 --> 0:22:20,470
entry level ha as able to get
371
0:22:20,590 --> 0:22:22,330
it running where it will peak load
372
0:22:22,360 --> 0:22:25,240
one section at a time and then
373
0:22:25,270 --> 0:22:28,060
the graphs would go through it and
374
0:22:28,570 --> 0:22:31,060
do that batch of parameters the know
375
0:22:31,060 --> 0:22:34,060
it to the next one what it
376
0:22:34,060 --> 0:22:35,470
would take a huge amount a ramp
377
0:22:35,470 --> 0:22:37,240
the still still loaded in the cp
378
0:22:37,240 --> 0:22:39,790
you ran and then the cp you
379
0:22:40,480 --> 0:22:43,030
motherboard ram will stream it to the
380
0:22:43,057 --> 0:22:45,730
graphics card and the is currently has
381
0:22:45,730 --> 0:22:47,350
like one gig of ram so it
382
0:22:47,710 --> 0:22:50,620
has to stop in a stream of
383
0:22:50,623 --> 0:22:55,030
stop and a lot the so i
384
0:22:55,030 --> 0:22:58,930
could get it to load if i
385
0:22:58,930 --> 0:23:02,160
wanted like five or six word answers
386
0:23:02,380 --> 0:23:04,780
food work at it it was him
387
0:23:05,770 --> 0:23:06,910
i was very good and that was
388
0:23:06,910 --> 0:23:10,120
for twenty billion parameters it would take
389
0:23:10,150 --> 0:23:16,480
hours but over the week what i've
390
0:23:16,480 --> 0:23:24,220
been playing with his ha the real
391
0:23:24,220 --> 0:23:31,300
truth cross country so i've been playing
392
0:23:31,300 --> 0:23:33,730
with different databases and as warnings checkpoint
393
0:23:33,880 --> 0:23:36,400
for a metre such facebook is one
394
0:23:36,700 --> 0:23:38,530
which is kinda like to finish all
395
0:23:38,530 --> 0:23:41,625
the other databases but they've combined it
396
0:23:41,625 --> 0:23:43,840
into one kind of series so you
397
0:23:43,840 --> 0:23:46,420
can get the two point seven billion
398
0:23:47,410 --> 0:23:49,390
ah you can you get a six
399
0:23:49,780 --> 0:23:51,220
billion i was able to get that
400
0:23:51,250 --> 0:23:53,470
work so well because he had so
401
0:23:53,470 --> 0:23:58,690
much ram and i did increase the
402
0:23:58,690 --> 0:24:01,166
swap space which is like when it's
403
0:24:01,166 --> 0:24:03,910
stores part of ram on the hard
404
0:24:03,910 --> 0:24:08,140
drive and swap is so slow it
405
0:24:08,140 --> 0:24:10,870
just it keeps it from crashing but
406
0:24:10,870 --> 0:24:16,270
elsa takes so long so it's not
407
0:24:16,270 --> 0:24:18,910
that great do you swap it's almost
408
0:24:18,910 --> 0:24:23,590
useless even even set a swap hard
409
0:24:23,590 --> 0:24:27,100
drive that's necessity it still was way
410
0:24:27,100 --> 0:24:32,230
too so and so say the the
411
0:24:32,230 --> 0:24:35,560
meadow one from facebook is colder o
412
0:24:35,560 --> 0:24:38,710
p t and so if you have
413
0:24:38,860 --> 0:24:40,690
like a lotta resources that one's nice
414
0:24:40,690 --> 0:24:45,310
because you can experiment there's a lotta
415
0:24:45,322 --> 0:24:49,300
different sides you can experiment what's on
416
0:24:49,300 --> 0:24:51,850
one kind of the really good one
417
0:24:52,570 --> 0:24:54,970
that's open source like actually open source
418
0:24:54,970 --> 0:24:58,060
you can download and and everything is
419
0:24:58,060 --> 0:25:02,740
a neo and so there's an new
420
0:25:02,770 --> 0:25:06,160
one and two and near to goes
421
0:25:06,160 --> 0:25:10,390
up to two point seven billion parameters
422
0:25:10,960 --> 0:25:13,660
but neo acts which is their new
423
0:25:13,660 --> 0:25:15,430
one and the only one they're working
424
0:25:15,430 --> 0:25:18,850
on right now i couldn't see or
425
0:25:18,850 --> 0:25:22,090
as guy in look at the map
426
0:25:22,090 --> 0:25:27,640
at the right neo acts does twenty
427
0:25:27,640 --> 0:25:30,070
billion parameters which is a huge amount
428
0:25:30,160 --> 0:25:33,160
you need legacy now so and that
429
0:25:33,160 --> 0:25:35,440
you need for the gigs of ram
430
0:25:36,400 --> 0:25:44,110
what to do and so i can
431
0:25:44,110 --> 0:25:47,080
get that woodwork and it was i
432
0:25:47,080 --> 0:25:48,610
could get it to load the program
433
0:25:48,610 --> 0:25:53,620
worked and everything it was just it
434
0:25:53,620 --> 0:25:55,480
took too much time to be useful
435
0:25:56,080 --> 0:26:00,493
where it like it won't crash what
436
0:26:00,493 --> 0:26:02,560
if it would take like twelve around
437
0:26:03,070 --> 0:26:06,640
twelve or thirteen hours of working before
438
0:26:06,640 --> 0:26:13,467
i quit why is this what the
439
0:26:14,320 --> 0:26:28,180
his mind our business gatekeeper yeah heretic
440
0:26:28,210 --> 0:26:48,850
circuit stay back stay back one championship
441
0:26:49,840 --> 0:27:16,330
yeah heck and back so continuing on
442
0:27:16,330 --> 0:27:23,410
with the a story so in none
443
0:27:23,410 --> 0:27:29,965
of this huge oh repository of of
444
0:27:30,015 --> 0:27:32,560
a libraries and parameters you can download
445
0:27:33,370 --> 0:27:36,880
and it's all like for from like
446
0:27:36,880 --> 0:27:42,820
universities and larger type corporations as he
447
0:27:42,820 --> 0:27:45,490
can experiment with them all and really
448
0:27:45,490 --> 0:27:49,930
quite incredible that you can you know
449
0:27:49,930 --> 0:27:53,440
builds other stuff if you have enough
450
0:27:53,440 --> 0:27:55,570
resources at home like i said the
451
0:27:55,570 --> 0:27:58,210
resources aren't don't have to be that
452
0:27:58,210 --> 0:28:00,820
big by surfers cost a total about
453
0:28:01,870 --> 0:28:04,900
a hundred and fifty per or maybe
454
0:28:04,900 --> 0:28:07,750
two hundred per server say eighty dollars
455
0:28:07,750 --> 0:28:13,570
from e bay houston indian the power
456
0:28:13,570 --> 0:28:16,599
supply is also more expensive than the
457
0:28:16,599 --> 0:28:18,400
server or can be a hundred or
458
0:28:18,730 --> 0:28:24,040
one hundred fifty but hum he was
459
0:28:24,046 --> 0:28:26,500
just need enough ram and i could
460
0:28:26,500 --> 0:28:28,330
be over you know a medium great
461
0:28:28,330 --> 0:28:30,280
p c and it has thirty two
462
0:28:30,280 --> 0:28:33,555
gigs of ram you could definitely load
463
0:28:33,555 --> 0:28:35,620
at the two point seven billion on
464
0:28:35,620 --> 0:28:39,940
the c pew no issue just take
465
0:28:39,940 --> 0:28:50,200
like twenty minutes per question lies i
466
0:28:50,200 --> 0:29:00,730
don't like the bucket list oh so
467
0:29:00,730 --> 0:29:02,410
one of only so remember how his
468
0:29:02,410 --> 0:29:05,230
tongue her helene cooper was terrified sir
469
0:29:05,290 --> 0:29:08,530
yes they're terrified with a i but
470
0:29:10,270 --> 0:29:13,090
they have their own it doesn't answer
471
0:29:13,270 --> 0:29:16,510
questions which really cool is about it
472
0:29:16,540 --> 0:29:20,440
is that it does summaries served like
473
0:29:20,590 --> 0:29:23,380
you can give it like a sentence
474
0:29:24,190 --> 0:29:25,570
well that sentence you can give it
475
0:29:25,660 --> 0:29:28,750
like paragraph good give it a sentence
476
0:29:28,750 --> 0:29:31,030
as well if it was summarize with
477
0:29:31,030 --> 0:29:34,450
the paragraph said i looked up this
478
0:29:36,610 --> 0:29:39,070
observatory and think it was like good
479
0:29:40,000 --> 0:29:42,880
fish handler observatory is is like this
480
0:29:42,970 --> 0:29:44,980
shedding loop the original text was like
481
0:29:44,980 --> 0:29:48,280
the chevalier observatory has found a huge
482
0:29:48,400 --> 0:29:50,920
collection of black holes have formed a
483
0:29:50,950 --> 0:29:57,130
spiderweb matrix within their galaxy answer then
484
0:29:57,430 --> 0:30:00,040
i give that paragraph two to the
485
0:30:00,040 --> 0:30:04,360
google ai it's called pegasus and pegasus
486
0:30:04,360 --> 0:30:09,890
will bond with the chandler observatory fast
487
0:30:11,120 --> 0:30:13,370
the new series of network of black
488
0:30:13,370 --> 0:30:15,440
holes so it took like those three
489
0:30:15,440 --> 0:30:19,910
sentences and it actually gets pretty pretty
490
0:30:19,910 --> 0:30:21,710
well it figures up the subject what's
491
0:30:21,710 --> 0:30:24,500
important and leaves out you know the
492
0:30:24,500 --> 0:30:27,410
extra stuff as as like that is
493
0:30:27,410 --> 0:30:30,860
super powerful because i can just give
494
0:30:30,860 --> 0:30:32,240
it articles and it will give you
495
0:30:32,240 --> 0:30:38,600
okay this is this is the point
496
0:30:38,600 --> 0:30:41,720
of each paragraph and like that is
497
0:30:41,720 --> 0:30:46,130
helpful on so many levels i have
498
0:30:46,130 --> 0:30:50,390
dyslexia and then and a different issue
499
0:30:50,390 --> 0:30:52,730
i had a head trauma and so
500
0:30:52,730 --> 0:30:55,100
lot of growing up before the headshot
501
0:30:55,100 --> 0:30:57,740
are in i'd have to read something
502
0:30:57,740 --> 0:30:59,300
and then and below what was that
503
0:31:00,440 --> 0:31:02,060
that i just read what was the
504
0:31:02,060 --> 0:31:05,450
point of the paragraph and everything and
505
0:31:05,450 --> 0:31:10,310
so lot of the tutoring and everything
506
0:31:11,120 --> 0:31:13,430
was not only learning and new know
507
0:31:13,430 --> 0:31:15,830
how to spell better and read better
508
0:31:16,580 --> 0:31:17,956
that it was also about you know
509
0:31:17,956 --> 0:31:22,490
writing better articles and stuff to to
510
0:31:22,550 --> 0:31:29,120
do and so the the of the
511
0:31:29,120 --> 0:31:31,910
summary in terms of like for learning
512
0:31:31,910 --> 0:31:34,700
disabilities and everything is ok you read
513
0:31:34,700 --> 0:31:36,170
this big paragraph for and then you
514
0:31:36,170 --> 0:31:37,580
can have the a say okay this
515
0:31:37,580 --> 0:31:39,860
is what was in it and in
516
0:31:40,160 --> 0:31:44,420
the difference with my head trauma was
517
0:31:44,420 --> 0:31:46,970
that it was in high school like
518
0:31:46,970 --> 0:31:49,345
i had to be hospitalized for for
519
0:31:49,437 --> 0:31:51,710
months and then i had to be
520
0:31:52,850 --> 0:31:56,390
in outpatient for a month and i
521
0:31:56,600 --> 0:31:58,760
of rushed outpatient that the yeah get
522
0:31:58,760 --> 0:32:01,610
back to normal get back to high
523
0:32:01,610 --> 0:32:03,140
school and everything in that was kind
524
0:32:03,140 --> 0:32:05,930
of a mistake cause it wasn't like
525
0:32:05,930 --> 0:32:08,480
oh i was you know not ready
526
0:32:08,480 --> 0:32:12,059
to get out once i have this
527
0:32:12,059 --> 0:32:15,140
school workload it was a lot more
528
0:32:15,140 --> 0:32:19,131
difficult than before it hit trauma so
529
0:32:19,131 --> 0:32:21,140
where the issues was like i could
530
0:32:21,680 --> 0:32:25,370
read very slowly but i couldn't understand
531
0:32:25,460 --> 0:32:28,250
when i was reading so they could
532
0:32:28,250 --> 0:32:30,170
read out loud as willing to bet
533
0:32:30,170 --> 0:32:34,730
your sweet and and like that the
534
0:32:34,730 --> 0:32:36,170
i would have been so helpful because
535
0:32:36,170 --> 0:32:40,100
i couldn't be no written or pasted
536
0:32:40,100 --> 0:32:44,330
the paragraph like a book and nine
537
0:32:44,420 --> 0:32:47,150
what was what was the point and
538
0:32:47,223 --> 0:32:48,650
like it could have given me back
539
0:32:48,662 --> 0:32:53,870
know how short response and like this
540
0:32:53,870 --> 0:32:58,940
is the important take always so is
541
0:32:58,940 --> 0:33:01,580
really quite incredible i know where it
542
0:33:01,580 --> 0:33:03,440
can do like these a i will
543
0:33:03,444 --> 0:33:06,860
be so helpful for people with with
544
0:33:06,860 --> 0:33:10,970
learning disabilities her harm people that you
545
0:33:10,970 --> 0:33:15,020
know need you know rehabilitation from ten
546
0:33:15,171 --> 0:33:21,710
head trauma isn't other issues and so
547
0:33:21,740 --> 0:33:23,240
with the pegasus what i have it
548
0:33:23,630 --> 0:33:26,720
do is i write just text document
549
0:33:27,110 --> 0:33:28,520
or i can like peace things from
550
0:33:28,520 --> 0:33:32,122
wikipedia i've done like whole wikipedia articles
551
0:33:32,122 --> 0:33:34,850
like fifty articles her once and said
552
0:33:34,850 --> 0:33:37,070
and python what it does his it
553
0:33:37,070 --> 0:33:40,820
reads text file and on i have
554
0:33:40,820 --> 0:33:43,430
it where it divides it my paragraph
555
0:33:44,510 --> 0:33:48,290
and so it looks it it splits
556
0:33:48,290 --> 0:33:50,660
to file up and are different paragraphs
557
0:33:51,140 --> 0:33:57,020
and then just i tell it i'm
558
0:33:57,020 --> 0:33:58,130
trying to figure out how can do
559
0:33:58,130 --> 0:34:01,070
it automated but i turn okay good
560
0:34:02,180 --> 0:34:05,660
each three sentences out of a paragraph
561
0:34:06,290 --> 0:34:07,830
and i know that paragraphs i supposed
562
0:34:07,830 --> 0:34:09,440
to be like three or four sentences
563
0:34:09,500 --> 0:34:12,260
but lot of the material and getting
564
0:34:12,290 --> 0:34:16,250
the like seven or eight sentence paragraphs
565
0:34:17,210 --> 0:34:19,190
and as i say okay process three
566
0:34:19,190 --> 0:34:21,350
sentences of each paragraph at a time
567
0:34:23,570 --> 0:34:25,790
so if a paragraph six seven sentences
568
0:34:25,790 --> 0:34:28,190
it will do the first for animal
569
0:34:28,370 --> 0:34:30,650
to the next three or is why
570
0:34:30,650 --> 0:34:32,330
did that is because if you do
571
0:34:32,330 --> 0:34:35,210
it just split up by three sentences
572
0:34:35,210 --> 0:34:37,580
that time you might get it were
573
0:34:38,420 --> 0:34:44,390
that same thing would be it process
574
0:34:44,393 --> 0:34:47,510
the first paragraph of for sentences and
575
0:34:47,510 --> 0:34:50,360
then the next four sentences were be
576
0:34:50,360 --> 0:34:52,520
three of one paragraph and then the
577
0:34:52,520 --> 0:34:54,320
beginning of another paragraph and so that
578
0:34:54,320 --> 0:34:56,960
wouldn't really make sense maybe mr line
579
0:34:56,990 --> 0:34:58,970
because each paragraph it's plus we're different
580
0:34:58,970 --> 0:35:07,910
subject hands there so that's why have
581
0:35:08,000 --> 0:35:09,890
to divide by paragraphs and then again
582
0:35:09,890 --> 0:35:12,380
divide by sentences and so what i
583
0:35:12,380 --> 0:35:17,000
will one is like okay maybe yeah
584
0:35:17,022 --> 0:35:18,530
okay have it look and say okay
585
0:35:18,530 --> 0:35:25,520
this paragraph is you know seven as
586
0:35:25,520 --> 0:35:28,220
maybe like eat a sentences and so
587
0:35:28,220 --> 0:35:31,100
maybe processing three sentence that a time
588
0:35:31,100 --> 0:35:33,921
is a good ich do for so
589
0:35:33,921 --> 0:35:34,850
they haven't to say it had to
590
0:35:34,850 --> 0:35:38,360
do that have it say it as
591
0:35:38,360 --> 0:35:41,120
an algorithm versus having it something i
592
0:35:41,123 --> 0:35:46,220
hard coded but like i've given it
593
0:35:46,220 --> 0:35:49,970
books i gave it a plato's republic
594
0:35:50,330 --> 0:35:53,540
and tip you know maybe hour and
595
0:35:53,540 --> 0:35:56,900
a half and it's summarized each paragraph
596
0:36:02,720 --> 0:36:05,270
and then i've done a bunch of
597
0:36:05,626 --> 0:36:08,000
web searches and combine them into a
598
0:36:08,007 --> 0:36:11,600
text document and that summarizes that real
599
0:36:11,630 --> 0:36:14,090
so it's nice because it's like it's
600
0:36:14,090 --> 0:36:16,550
like having enough staff or as i
601
0:36:16,550 --> 0:36:18,290
okay i need it you know fifteen
602
0:36:18,290 --> 0:36:20,930
facts about this and then i give
603
0:36:20,930 --> 0:36:23,741
it to articles to look at and
604
0:36:23,741 --> 0:36:25,730
it's summarizes them up pretty well and
605
0:36:25,730 --> 0:36:27,170
then i can write my own article
606
0:36:29,240 --> 0:36:31,010
so it's a really nice aid for
607
0:36:31,940 --> 0:36:38,300
huh for processing a huge my data
608
0:36:39,830 --> 0:36:41,630
and i said the coup a pegasus
609
0:36:41,630 --> 0:36:46,132
some relation i it's really good there
610
0:36:46,132 --> 0:36:49,280
are a couple situations course it messes
611
0:36:49,280 --> 0:36:52,070
up but is that what you think
612
0:36:53,150 --> 0:36:55,881
so like there will be a couple
613
0:36:55,881 --> 0:36:58,370
a special characters like a died in
614
0:36:58,550 --> 0:37:00,650
a couple dashes or something inside the
615
0:37:00,650 --> 0:37:04,280
text document that it doesn't understand and
616
0:37:04,280 --> 0:37:06,230
so it thinks that seen something else
617
0:37:06,230 --> 0:37:08,990
when really it's just like exclamation points
618
0:37:08,990 --> 0:37:11,570
and reference links and stuff so it
619
0:37:11,570 --> 0:37:14,360
doesn't understand that but just straight on
620
0:37:14,360 --> 0:37:18,350
street text and sentence is it works
621
0:37:18,350 --> 0:37:23,660
mind and then there's a larger pegasus
622
0:37:23,660 --> 0:37:30,170
database pegasus ex oh man i use
623
0:37:30,173 --> 0:37:32,180
those guys to help meter is a
624
0:37:32,180 --> 0:37:35,390
larger pegasus x database and i haven't
625
0:37:35,390 --> 0:37:36,350
been able to get that went to
626
0:37:36,350 --> 0:37:39,410
work because it's just it's so huge
627
0:37:39,410 --> 0:37:41,990
it can't load it on to ram
628
0:37:44,240 --> 0:37:45,620
well i guess that run that off
629
0:37:45,710 --> 0:37:48,980
the cp few it's really easy to
630
0:37:48,980 --> 0:38:01,190
do hey it's not that difficult to
631
0:38:01,190 --> 0:38:03,200
use and i do have a kit
632
0:38:03,200 --> 0:38:05,420
hub and i plan on just posting
633
0:38:05,420 --> 0:38:08,630
these scripts and a little a you
634
0:38:08,630 --> 0:38:30,740
tube video how to do it huh
635
0:38:30,740 --> 0:38:40,301
he'd say it's funny cause like ak
636
0:38:40,301 --> 0:38:46,196
in academia type really and on and
637
0:38:46,490 --> 0:38:50,060
they're like always misinformed and really makes
638
0:38:50,060 --> 0:38:53,780
me wonder about education system and like
639
0:38:53,780 --> 0:38:56,870
i say this it's like when the
640
0:38:56,870 --> 0:39:00,380
i pad came out they were furious
641
0:39:00,830 --> 0:39:03,380
you know they though they literally band
642
0:39:04,040 --> 0:39:07,880
i pads from colleges for a while
643
0:39:07,940 --> 0:39:09,680
because there are you can't have a
644
0:39:10,370 --> 0:39:12,980
digital a book for up a bar
645
0:39:13,850 --> 0:39:17,090
and says like why not because like
646
0:39:17,120 --> 0:39:19,910
i books at the time and kinda
647
0:39:20,090 --> 0:39:21,500
he was great because you could highlight
648
0:39:21,500 --> 0:39:25,970
things can make the fight bigger you
649
0:39:25,970 --> 0:39:28,220
could search through the chapters for things
650
0:39:28,220 --> 0:39:31,640
you're looking for and there's no you
651
0:39:31,640 --> 0:39:33,770
can i use physical books and while
652
0:39:33,830 --> 0:39:36,920
line is that why would you for
653
0:39:36,920 --> 0:39:42,440
someone in now the font size alone
654
0:39:42,440 --> 0:39:44,270
pin able to change the font size
655
0:39:45,140 --> 0:39:47,090
i will why would you take away
656
0:39:47,090 --> 0:39:49,940
someone's option to do that and er
657
0:39:49,940 --> 0:39:51,830
excuse was a oh it's good increase
658
0:39:51,830 --> 0:39:53,960
or network we don't know what you're
659
0:39:53,990 --> 0:39:59,009
reading and all this stuff and so
660
0:39:59,009 --> 0:40:04,859
of course that's changed but no academia
661
0:40:04,970 --> 0:40:09,390
response to like new technology is always
662
0:40:09,390 --> 0:40:12,600
like like you would think the education
663
0:40:12,600 --> 0:40:14,430
system would know better be able to
664
0:40:15,300 --> 0:40:19,620
realize things their resources neck and eight
665
0:40:19,620 --> 0:40:23,610
in education and so course all altered
666
0:40:24,150 --> 0:40:25,889
academia is like people are going to
667
0:40:25,889 --> 0:40:30,540
use a to plagiarize and it you
668
0:40:30,540 --> 0:40:32,460
know there's so many the essays of
669
0:40:32,460 --> 0:40:35,220
copy paste at work which is true
670
0:40:35,790 --> 0:40:38,820
but they should be teaching people how
671
0:40:38,820 --> 0:40:41,850
to use a i for recently what
672
0:40:41,850 --> 0:40:44,040
i'm doing as i how to use
673
0:40:44,040 --> 0:40:46,080
it to find other sources how you
674
0:40:46,080 --> 0:40:47,490
find it how to use it to
675
0:40:47,490 --> 0:40:50,910
get better definitions of topics and then
676
0:40:50,910 --> 0:40:53,880
teaching now okay this is how if
677
0:40:54,570 --> 0:40:56,070
you use a i to get your
678
0:40:56,070 --> 0:41:00,420
responses get your information and then how
679
0:41:00,420 --> 0:41:03,930
to you know actually you write that
680
0:41:03,930 --> 0:41:06,960
in an essay in your own words
681
0:41:09,480 --> 0:41:11,370
because it's current like you can interview
682
0:41:11,394 --> 0:41:17,610
somebody but this huge database of responses
683
0:41:19,260 --> 0:41:21,210
and then you can the you go
684
0:41:21,210 --> 0:41:23,010
back and it tells you where you
685
0:41:23,010 --> 0:41:28,018
can do in a research what next
686
0:41:28,020 --> 0:41:29,790
comes to black holes that you can
687
0:41:29,790 --> 0:41:31,105
say okay what is a black hole
688
0:41:31,105 --> 0:41:33,442
and to the black hole is this
689
0:41:33,442 --> 0:41:37,380
story that died stars need have a
690
0:41:37,380 --> 0:41:39,929
huge amount of mass and then black
691
0:41:39,930 --> 0:41:43,050
will happens when it shrinks down lead
692
0:41:43,110 --> 0:41:45,270
to a size but the massive mean
693
0:41:45,390 --> 0:41:48,270
saying okay so then you got all
694
0:41:48,279 --> 0:41:49,860
the information on oh it's from a
695
0:41:49,860 --> 0:41:52,770
star it's mass and it's a certain
696
0:41:52,770 --> 0:41:55,080
size and so they can actually go
697
0:41:55,080 --> 0:41:57,660
on sale callen figure out what masses
698
0:41:58,170 --> 0:41:59,460
so then you go with pdf i
699
0:41:59,460 --> 0:42:24,510
know and masses and everything right oh
700
0:42:24,510 --> 0:42:26,940
and challenge anyone to hit her rice
701
0:42:27,870 --> 0:43:09,118
mind your own business because and i
702
0:43:09,118 --> 0:43:10,952
have to clarify like am i say
703
0:43:10,952 --> 0:43:13,320
i'm working with while this ai stuff
704
0:43:13,320 --> 0:43:16,140
but we don't really have a it's
705
0:43:16,140 --> 0:43:20,160
cal like her and the halo universe
706
0:43:21,069 --> 0:43:23,460
are they had they had to classifications
707
0:43:23,460 --> 0:43:26,340
of a him before and the covenant
708
0:43:26,340 --> 0:43:29,610
really you attacked the u s c
709
0:43:30,570 --> 0:43:31,963
they had a i but they had
710
0:43:32,059 --> 0:43:34,500
was called dumb a i and so
711
0:43:34,500 --> 0:43:36,090
like if you play reach to him
712
0:43:36,090 --> 0:43:38,940
as dot and she was a dummy
713
0:43:38,940 --> 0:43:42,390
i oh where'd you dummy as were
714
0:43:42,390 --> 0:43:44,670
like the center she just search databases
715
0:43:44,670 --> 0:43:47,160
and stuff and could bring up relevant
716
0:43:47,160 --> 0:43:48,900
information so that kind of like what
717
0:43:48,900 --> 0:43:52,770
we have now they weren't something that
718
0:43:52,770 --> 0:43:55,893
was create that could do a creative
719
0:43:55,893 --> 0:43:58,830
thought or or things like that as
720
0:43:58,830 --> 0:44:01,170
you say well not doing creator of
721
0:44:01,170 --> 0:44:03,060
that the doing creative things are doing
722
0:44:03,660 --> 0:44:05,670
you know aren't generation all that stuff
723
0:44:05,670 --> 0:44:08,700
and that's creative and it's not they're
724
0:44:08,700 --> 0:44:10,170
not doing it what they're doing is
725
0:44:10,170 --> 0:44:14,707
they're searching databases and their comprehending as
726
0:44:14,707 --> 0:44:17,340
the probability of what you're asking for
727
0:44:17,340 --> 0:44:19,170
it and for what you and this
728
0:44:19,170 --> 0:44:22,350
is what you want and they actually
729
0:44:22,530 --> 0:44:26,700
they're not the note taking art directly
730
0:44:27,180 --> 0:44:30,480
they are much modifying the artwork and
731
0:44:30,480 --> 0:44:36,900
everything but what it is and what
732
0:44:36,900 --> 0:44:39,420
machine learning is it's it is currently
733
0:44:39,450 --> 0:44:44,460
gambling and predicting the huts where you
734
0:44:44,460 --> 0:44:48,210
will have a computer look at a
735
0:44:48,210 --> 0:44:50,490
problem over and over and over i
736
0:44:50,501 --> 0:44:53,070
try to predict the output so like
737
0:44:53,280 --> 0:44:58,251
let's say there's a coin flip and
738
0:44:58,251 --> 0:45:03,780
can you know logically there's a fifty
739
0:45:03,780 --> 0:45:08,010
fifty chance that coin flip have you
740
0:45:08,280 --> 0:45:11,521
either heads or tails fifty fifty oh
741
0:45:11,580 --> 0:45:15,026
you were machine learning is who would
742
0:45:15,026 --> 0:45:18,150
be an example ah is you set
743
0:45:18,150 --> 0:45:21,270
up a computer or robot to flip
744
0:45:21,270 --> 0:45:26,850
a coin and he records it says
745
0:45:26,850 --> 0:45:29,070
okay this is heads and then you
746
0:45:29,070 --> 0:45:31,260
tell the he knows the robot arm
747
0:45:31,260 --> 0:45:33,330
okay flipped a coin this way and
748
0:45:33,330 --> 0:45:34,830
then as like oh it's heads again
749
0:45:36,060 --> 0:45:38,730
and the computer records that says okay
750
0:45:38,730 --> 0:45:39,810
if i flip it this way it's
751
0:45:39,815 --> 0:45:42,120
heads of a bittersweet heads but it
752
0:45:42,120 --> 0:45:44,670
does it thousands of times and so
753
0:45:44,670 --> 0:45:46,380
it gets random answers were the okay
754
0:45:46,380 --> 0:45:48,510
this was tales this was tales and
755
0:45:48,510 --> 0:45:50,730
so is recording recording and like the
756
0:45:50,730 --> 0:45:52,530
probability of the in this way can
757
0:45:53,040 --> 0:45:55,380
i get heads with probably flipping that
758
0:45:55,380 --> 0:45:59,580
way gets tales and so like it's
759
0:45:59,730 --> 0:46:01,710
a huge amount of data that's just
760
0:46:02,970 --> 0:46:05,130
humans can't really process and don't want
761
0:46:05,130 --> 0:46:09,870
to and so it will it comes
762
0:46:09,870 --> 0:46:14,190
out with the probability that okay is
763
0:46:14,190 --> 0:46:15,540
the how you use that is like
764
0:46:15,540 --> 0:46:18,153
okay it would watch somebody flip and
765
0:46:18,153 --> 0:46:19,893
then the machine learning would say okay
766
0:46:19,893 --> 0:46:21,360
i saw them flip it this way
767
0:46:21,810 --> 0:46:25,320
so there's a slightly slightly better chance
768
0:46:25,320 --> 0:46:27,090
that when that coin hit the ground
769
0:46:27,090 --> 0:46:29,520
it's gonna be heads so desert machine
770
0:46:29,520 --> 0:46:32,070
learning is is it a what look
771
0:46:32,220 --> 0:46:34,170
at a huge amount of data and
772
0:46:34,170 --> 0:46:38,160
tries to the draw what the probability
773
0:46:38,160 --> 0:46:41,190
is of the output and so with
774
0:46:41,610 --> 0:46:44,700
a art it looks a huge databases
775
0:46:44,700 --> 0:46:49,410
of it and ah like there's usually
776
0:46:49,410 --> 0:46:51,840
a person and says okay this is
777
0:46:51,840 --> 0:46:53,910
a human the next big picture is
778
0:46:54,060 --> 0:46:55,680
is a human as next pictures a
779
0:46:55,683 --> 0:47:00,460
human and so the machine looks through
780
0:47:00,460 --> 0:47:01,890
it and says okay this is a
781
0:47:01,890 --> 0:47:05,130
human what makes that similar to this
782
0:47:05,130 --> 0:47:07,860
next images image of a humid and
783
0:47:07,860 --> 0:47:11,700
then it tries to really hard while
784
0:47:12,000 --> 0:47:13,500
to figure out what the human the
785
0:47:13,500 --> 0:47:15,000
desert really know what he he is
786
0:47:15,450 --> 0:47:17,280
but it would it's looking at his
787
0:47:17,280 --> 0:47:19,230
lack of a these things are similar
788
0:47:20,040 --> 0:47:22,230
and so when the human says yeah
789
0:47:22,260 --> 0:47:24,510
this is a human on the image
790
0:47:25,050 --> 0:47:27,600
this is probably what they're talking about
791
0:47:27,600 --> 0:47:30,900
this is the common denominator answer then
792
0:47:32,970 --> 0:47:34,710
isn't that turns into their somebody in
793
0:47:34,727 --> 0:47:38,880
thousands of photographs of your of humans
794
0:47:38,880 --> 0:47:42,030
of of artwork and everything and so
795
0:47:42,030 --> 0:47:44,182
then it does draw inspiration from that
796
0:47:44,190 --> 0:47:45,570
where it says okay these are the
797
0:47:45,570 --> 0:47:47,370
he wins and then like he can
798
0:47:47,370 --> 0:47:50,070
say okay i want a man wearing
799
0:47:50,100 --> 0:47:52,770
a purple shirt and so then it
800
0:47:52,770 --> 0:47:54,330
has the billion things of what it
801
0:47:54,330 --> 0:47:57,390
thinks a man is and there now
802
0:47:57,930 --> 0:47:59,850
google search for like different articles of
803
0:47:59,850 --> 0:48:01,170
clothing or it's like this is a
804
0:48:01,170 --> 0:48:03,660
purple shirt and then it no shirt
805
0:48:03,669 --> 0:48:07,349
says was gonna the chest between you
806
0:48:07,349 --> 0:48:10,470
know the neck him and pelvis area
807
0:48:11,190 --> 0:48:13,590
and so kind of combine all the
808
0:48:13,601 --> 0:48:16,260
things into one and know what i'm
809
0:48:16,410 --> 0:48:20,280
working with for ai art as i
810
0:48:20,280 --> 0:48:22,470
have it were instead it to him
811
0:48:22,470 --> 0:48:25,431
prompts like you know you say okay
812
0:48:25,503 --> 0:48:30,150
work a picture of a button drawn
813
0:48:30,300 --> 0:48:35,370
an abstract or impressionism i actually give
814
0:48:35,370 --> 0:48:36,870
it one of my photos are one
815
0:48:36,870 --> 0:48:38,910
of my animations and i just described
816
0:48:38,910 --> 0:48:40,800
it is so like for this one
817
0:48:40,800 --> 0:48:44,160
a senior this is a portrait of
818
0:48:44,850 --> 0:48:51,060
a woman in as in a architectural
819
0:48:51,060 --> 0:48:53,940
ruins and so it will actually look
820
0:48:53,940 --> 0:48:55,710
at the average try to understand what
821
0:48:55,710 --> 0:48:57,420
it is and and i'll say something
822
0:48:57,420 --> 0:48:58,950
like i want it as though it's
823
0:48:58,950 --> 0:49:02,250
a painting so convert my image and
824
0:49:02,250 --> 0:49:05,460
do what it thinks his painting and
825
0:49:05,460 --> 0:49:07,830
it's so scary because like i do
826
0:49:07,830 --> 0:49:10,650
custom closing some of my characters a
827
0:49:10,650 --> 0:49:12,690
custom on the other characters are not
828
0:49:13,320 --> 0:49:18,480
and so the i will actually neo
829
0:49:18,510 --> 0:49:21,210
eight uses my own artwork and they're
830
0:49:21,216 --> 0:49:23,820
like it in terms of the painting
831
0:49:23,820 --> 0:49:25,710
the painting will have the same clothing
832
0:49:26,790 --> 0:49:29,880
that i designed and everything that it
833
0:49:29,910 --> 0:49:34,230
sources from my own image and minutes
834
0:49:34,230 --> 0:49:35,940
i work in a weight website it's
835
0:49:35,943 --> 0:49:40,080
called assisted intelligence or it i'm gonna
836
0:49:40,080 --> 0:49:42,030
be posting lot of my artwork but
837
0:49:42,030 --> 0:49:45,720
it's gonna be how the machine learning
838
0:49:45,720 --> 0:49:49,320
sees it from his perspective so it's
839
0:49:49,320 --> 0:49:51,660
scary cause it is like it knows
840
0:49:52,230 --> 0:49:54,870
it doesn't know but it can predict
841
0:49:54,960 --> 0:49:57,930
what my artwork is and how i
842
0:49:57,930 --> 0:50:00,810
want it to be the style and
843
0:50:00,810 --> 0:50:05,505
everything so and so is i do
844
0:50:05,520 --> 0:50:07,710
think i think if you're doing just
845
0:50:07,770 --> 0:50:11,700
a prompt generation then yeah this kind
846
0:50:11,700 --> 0:50:16,920
of i don't think it's steely but
847
0:50:16,920 --> 0:50:19,500
i think the creation is the a
848
0:50:19,500 --> 0:50:22,350
generator you can't say okay this is
849
0:50:22,350 --> 0:50:24,600
my art i generated product i think
850
0:50:24,750 --> 0:50:26,370
the a i did all the work
851
0:50:27,300 --> 0:50:37,830
why is this why do i go
852
0:50:37,832 --> 0:50:51,780
here just trying and i the as
853
0:50:51,780 --> 0:50:53,820
pretty cool ain't you've probably seen on
854
0:50:53,820 --> 0:50:57,120
social media and people submit their photos
855
0:50:57,900 --> 0:50:59,943
of themselves they're sophie's and then the
856
0:50:59,943 --> 0:51:04,080
ai generates make it look like an
857
0:51:04,080 --> 0:51:10,950
epic fairy landscape fantasy portrait and sir
858
0:51:12,060 --> 0:51:15,390
i still think that's like that's different
859
0:51:15,810 --> 0:51:17,880
because i think that the using their
860
0:51:17,880 --> 0:51:21,390
own likeness they're using their portraits a
861
0:51:21,390 --> 0:51:25,290
lot of a warlike professional grade you
862
0:51:25,290 --> 0:51:31,980
know artworks that they submit and then
863
0:51:31,980 --> 0:51:33,960
it spits said outside you think that's
864
0:51:34,590 --> 0:51:36,870
that's the creators artwork as any of
865
0:51:36,870 --> 0:51:39,360
the person who's submitting that to the
866
0:51:39,360 --> 0:51:43,950
air because like we've had things like
867
0:51:43,950 --> 0:51:45,720
that forever and photo shop where we
868
0:51:45,750 --> 0:51:48,120
had effects that you can apply to
869
0:51:48,120 --> 0:51:50,430
photos and for manipulation and i still
870
0:51:50,430 --> 0:51:58,050
thing photo manipulation is still concern for
871
0:51:58,050 --> 0:52:00,510
of our but you know people have
872
0:52:00,510 --> 0:52:10,980
been am i supposed to go do
873
0:52:10,980 --> 0:52:16,050
i have to go to me i'm
874
0:52:16,050 --> 0:52:17,970
pretty sure i'm like the only one
875
0:52:18,030 --> 0:52:20,880
in her actor like they shut down
876
0:52:20,880 --> 0:52:50,160
the servers me and so that's the
877
0:52:50,160 --> 0:52:53,610
machine learning is it's pretty much it
878
0:52:53,610 --> 0:52:55,590
looks at a thousand different things that
879
0:52:55,590 --> 0:52:58,680
it thinks are the same thing same
880
0:52:58,680 --> 0:53:01,380
subject and then it tries to predict
881
0:53:02,070 --> 0:53:03,750
what about those images are the same
882
0:53:04,830 --> 0:53:07,200
and so for the ai text like
883
0:53:07,200 --> 0:53:17,880
you ask a question and so it
884
0:53:17,880 --> 0:53:20,700
doesn't understand anything you're saying to in
885
0:53:20,790 --> 0:53:23,190
it doesn't understand what it's giving back
886
0:53:23,190 --> 0:53:26,400
to you the answer what it is
887
0:53:26,430 --> 0:53:29,460
is it assigns each word a the
888
0:53:29,460 --> 0:53:31,920
call it a token and so like
889
0:53:32,040 --> 0:53:36,810
the word hannah like stars would be
890
0:53:36,810 --> 0:53:38,700
like a token of four five six
891
0:53:39,540 --> 0:53:42,060
and so then there would say okay
892
0:53:42,060 --> 0:53:43,770
when i see token four five six
893
0:53:44,580 --> 0:53:47,820
they're probably talking about this so there's
894
0:53:47,820 --> 0:53:51,240
a whole set section of possible tucking
895
0:53:51,510 --> 0:53:54,120
the documents and attack us of search
896
0:53:54,120 --> 0:53:57,300
results that relate to token four five
897
0:53:57,330 --> 0:54:00,270
six answered says okay price to act
898
0:54:00,270 --> 0:54:04,650
and about either universes stars the black
899
0:54:04,650 --> 0:54:07,350
hole or something and then the next
900
0:54:07,350 --> 0:54:09,722
word in the question he would ask
901
0:54:09,722 --> 0:54:14,010
me revealing what so nose okay it's
902
0:54:14,010 --> 0:54:17,550
asking a question about stars said provident
903
0:54:21,150 --> 0:54:22,380
you know it just goes down to
904
0:54:22,380 --> 0:54:27,660
what you're probably talking about and so
905
0:54:27,703 --> 0:54:30,630
it as can and what the ai
906
0:54:30,630 --> 0:54:34,080
is it's just searching for you know
907
0:54:35,730 --> 0:54:40,530
there's feelings ten percent chance this is
908
0:54:40,530 --> 0:54:42,870
what the person is talking about and
909
0:54:42,870 --> 0:54:45,390
when so as talking about this at
910
0:54:45,420 --> 0:54:48,360
ten percent of the time they wanted
911
0:54:48,360 --> 0:55:07,890
of this right i your thing i
912
0:55:07,890 --> 0:55:11,400
can get storm island because the servers
913
0:55:11,400 --> 0:55:16,230
i should have yes he is surfers
914
0:55:16,230 --> 0:55:35,130
usher i'll try that pretty sure as
915
0:55:35,160 --> 0:55:38,220
heck york and take a short break
916
0:56:02,580 --> 0:56:09,780
i think iran korea hey i don't
917
0:56:09,780 --> 0:56:12,120
know and i'll be back on and
918
0:56:12,138 --> 0:56:14,130
you know it did is to that
919
0:56:14,130 --> 0:56:17,010
been up all night i might be
920
0:56:17,010 --> 0:56:23,070
online tomorrow sunday but aaron later why
