TensorFlow: Open source machine learning


♪♪♪ Deep learning is this branch
of machine learning loosely inspired by how the
brain works. We have had experience
building software for deep learning over
the last few years. Although it was initially a
research project, we’ve since collaborated with about 50
different teams at Google and deployed these
systems in real products across a really wide
spectrum of areas. Today, it’s used heavily in our
speech recognition systems, in the new Google Photos
product, in Gmail, in search. We’ve really taken all that experience
and built that into TensorFlow TensorFlow is this machine learning
library that’s used across Google for applying deep learning to
a lot of different areas. Doing both artificial
intelligence research and deploying these
production models. They’re really powerful at
doing various kinds of perceptual and language understanding tasks. These models are able to actually
make it so computers can actually see. And are actually able to understand what is in an image when
you’re looking at it. What is in a short video clip. And that enables all kinds of
powerful product features. Machine learning is the secret sauce
for the products of tomorrow. It no longer makes sense to
have separate tools for researchers in machine
learning and people who are developing real products. There should really be one set of tools
that researchers can use to try out their crazy ideas and if
those ideas work, they can move them
directly into products without having to rewrite code. On the research side, the goal is to bring new understanding
to existing problems, advance the state of the art
on existing problems, understand new problems that
were considered before. Then on the engineering side, the
goal is to take those insights from the research community and use them to enable products
and product features that wouldn’t have been possible before. Part of the point of TensorFlow
is to allow collaboration and communication between researchers. It allows the researcher on one location
to develop an idea and explore it. And then just send code that someone else
can use at the other side of the world. We are making it a lot easier for humans to be able to use the devices around them. We think having this as an open
source tool really helps that and speeds that effort up. So we expect developers to be able to do
a lot more than they can do today. We think we have the best machine
learning infrastructure in the world and we have the opportunity to share that. And that’s what we want to do here.

100 thoughts on “TensorFlow: Open source machine learning

  • November 26, 2015 at 7:55 pm
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    Another reason why Google has no idea what it's doing with it's AI platform. Thanks Google.

    Reply
  • November 26, 2015 at 8:38 pm
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    Thanks google for giving us machine learning scraps already available in other programming libraries so we can continue to write code for your products effectively in the future, we will gladly be your free developer community =)

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  • November 29, 2015 at 2:41 am
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    Great! Now the drones are able to distinguish between weddings and caveman who threatens world peace.

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  • November 30, 2015 at 4:30 am
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    I love you

    Reply
  • December 1, 2015 at 3:18 pm
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    0:32 TensorFlow is a machine learning [what? what?]

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  • December 2, 2015 at 5:06 am
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    How can 115 people not like this?!

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  • December 2, 2015 at 7:28 pm
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    Think of all the data they get to use to further progress their machine learning. Its crazy how lucky google got to really be at the forefront of ai.

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  • December 4, 2015 at 6:12 pm
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    Psyched to see the future of this!

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  • December 5, 2015 at 9:34 pm
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    1:21 Her voice and accent are so sweet.

    Reply
  • December 8, 2015 at 1:16 am
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    bien

    Reply
  • December 8, 2015 at 1:16 am
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    bien

    Reply
  • December 8, 2015 at 1:16 am
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    bi
    en

    Reply
  • December 8, 2015 at 1:17 am
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    bertinfoko

    Reply
  • December 8, 2015 at 1:17 am
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    bertinfoko

    Reply
  • December 9, 2015 at 11:47 pm
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    this video did nothing to explain the new tech

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  • December 10, 2015 at 7:33 pm
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    Silver Tuna Tonightttt!

    Reply
  • December 11, 2015 at 8:29 am
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    santosh

    Reply
  • December 11, 2015 at 9:52 am
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    when I can. use Imo

    Reply
  • December 11, 2015 at 10:46 pm
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    curious

    Reply
  • December 18, 2015 at 9:03 pm
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    will it be available for windows?

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  • December 20, 2015 at 7:45 am
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    wow neural network totally 200% accuracy smart intelligent ai takin ova da world xDDDD

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  • December 25, 2015 at 8:51 am
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    2:02 Ubuntu FTW yay!

    Reply
  • January 4, 2016 at 2:05 am
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    1:52 Only for humans? We should make it available for other species as well. The animals need more help with their thinking, because they are a bit stupid compared to us humans.

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  • January 21, 2016 at 5:43 pm
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    wowww thank you for the information

    Reply
  • January 26, 2016 at 1:33 pm
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    I'm telling you! this is SKY NET!

    Reply
  • January 29, 2016 at 9:45 am
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    whats that tool used to showcase smth like flowchart??

    Reply
  • February 10, 2016 at 8:19 am
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    So is this real AI, or is this VI (for those who play Mass Effect at Google)? Is it a sentient entity? Or is it an adaptive, problem solving machine with no consciousness?

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  • February 16, 2016 at 1:13 am
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    villa i

    Reply
  • May 15, 2016 at 6:13 am
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    Amazing idea! Thank you, google!

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  • May 24, 2016 at 1:59 pm
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    1:51 How does he model his tf-graph in the browser?

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  • May 27, 2016 at 12:53 am
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    2 minutes and you never said what tensorflow is or what it does

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  • May 31, 2016 at 12:13 am
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    a glimpse of Gobuntu @ https://youtu.be/oZikw5k_2FM?t=123 (2.03)

    Reply
  • June 8, 2016 at 4:48 am
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    The "T" shadow doesn't make sense since the right branch isn't as long as the left

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  • June 14, 2016 at 9:10 pm
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    what a bunch of morons

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  • July 31, 2016 at 6:00 pm
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    There's so much PC pushed into this video it's distracting. I just want to know about deep learning.

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  • September 9, 2016 at 2:41 pm
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    Эти пидары , даже не лагающие коментарии в ютабе сделать не могут , какие тут нахуй технологии ?

    Reply
  • September 19, 2016 at 4:04 am
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    <3

    Reply
  • September 24, 2016 at 5:46 am
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    +Google Have you made TensorFlow compatible with Windows operating system yet?

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  • December 14, 2016 at 5:57 am
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    http://www.tensorflow.org/ error 404 NOT FOUND

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  • December 31, 2016 at 11:15 am
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    cool tool for machine learning

    Reply
  • January 5, 2017 at 3:06 pm
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    0:57 What is that app

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  • February 8, 2017 at 3:17 pm
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    I am Too Excited looking Forward And Also To learn how To develope with mine Own ideas

    Reply
  • February 17, 2017 at 8:39 pm
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    i <3 Tensorflow and Tensors

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  • February 22, 2017 at 11:13 am
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    Is there a free app with that sign translation through the camera?

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  • February 23, 2017 at 9:04 am
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    if I can download this video and use it in my PowerPoint…

    Reply
  • March 1, 2017 at 2:59 am
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    Because of this and other acts, Google is the best company in the WORLD.

    Reply
  • March 1, 2017 at 4:12 pm
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    if google founds a country. i would join.

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  • March 8, 2017 at 5:35 am
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    The reason I love Google. 🙂
    They build great stuff.

    Reply
  • March 19, 2017 at 3:14 am
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    SpikeBoarding was born in 2010. We are seeking researchers that want to work along side this transport sport. IN 300 years it remains the same as the day we made it. Less than 12 people in the world practice this sport at this time. Unique time to collaborate for machine learning researchers.

    Reply
  • April 12, 2017 at 1:50 pm
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    Casey has more subscribers than GOogle

    Reply
  • April 14, 2017 at 6:22 am
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    why do people say they will kill us all, i mean why give a.i those ideas, huh?

    Reply
  • April 21, 2017 at 5:03 am
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    At 0:58. Can someone please tell the name of the app they are using. Thanks

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  • April 24, 2017 at 10:46 am
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    Sounds like a propaganda video.
    Also, does Greg Corrado never blink?

    Reply
  • May 1, 2017 at 4:58 pm
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    excelente

    Reply
  • May 20, 2017 at 3:20 pm
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    I work in google i get to rape a intern every Saturday its part of their fun work culture

    Reply
  • June 8, 2017 at 1:06 am
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    Sad to see that they had to shut the comments off on the video, "Abu's Story". I can only imagine how moronic those comments were.

    Reply
  • July 18, 2017 at 7:04 pm
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    You start it as a goody-good opensource project capturing imagination of open minded developers and once it is mature, you monetize on products out of it, violate privacy by collecting data <meta-data precisely> without consent, put backdoors and give the keys to NSA, CIA and likes.

    Reply
  • September 6, 2017 at 9:26 am
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    I really want a simple begginer tutorial .. the on on their website is not for complete begginers

    Reply
  • September 14, 2017 at 11:43 am
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    Thanksgivings M9

    Reply
  • November 6, 2017 at 8:08 pm
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    Je vous plains pour la suite des évènements La génération Google Brain Intelligence Artificielle croit en vos technologies pas sûr qu'ils n'y soient pas dupés Machines are learning how to free human minds into "autosuffisance alimentaire" Bah je comprends mieux pour l'épopée de l'époque au moment précis où j'en và r'tourné à ma Terre cultivée

    Reply
  • November 10, 2017 at 6:30 am
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    awesome flow

    Reply
  • December 8, 2017 at 6:08 pm
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    https://youtu.be/8S5kIL1FAoE

    Reply
  • December 23, 2017 at 3:09 am
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    nerds cannot be cool

    Reply
  • December 28, 2017 at 2:19 pm
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    would Greg Corrado avoid the Voigt Kampff test ?
    people who don't blink and discuss AI make me wonder if they are real

    Reply
  • January 2, 2018 at 3:06 pm
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    1:05 this is the creepy opposite of breaking the fourth wall. DUDE they pointed you at the wrong camera and your eyeballs are BLAZING

    Reply
  • January 15, 2018 at 4:50 am
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    I have just recently install TensorFlow in Debian Mate 9. Runs well, really cool stuff. Thanks google you make this wonderful software available as OpenSource. It has reasonable running speed on Ryzen 1700. Hopefully SOON it also provides interface for OpenCL that other cards, such as radeon can be utilized. Thx mates

    Reply
  • January 26, 2018 at 6:38 am
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    I ran my code and it told me that Google is evil.

    Reply
  • February 6, 2018 at 3:04 pm
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    it's cool but we need more improvement in this area because every code is work with internet …we need to run this without internet

    Reply
  • February 7, 2018 at 7:19 am
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    web tv anyone?

    Reply
  • February 12, 2018 at 1:55 pm
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    Anybody is a google fanboy here ?

    Reply
  • March 20, 2018 at 3:27 pm
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    i cant believe my eyes a tech topic in youtube getting 1.1 million views this is great

    Reply
  • March 24, 2018 at 6:32 pm
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    WHEN IT'S ABLE TO WRITE IT'S OWN PROGRAMS, OR USE DATA IN WAYS U HAVEN'T SPECIFICALLY TOLD IT HOW TO DO, THEN U KNOW IT'S FULL AI.
    THEN IT'LL DESIGN MUCH BETTER PROCESSORS AND ARCHITECTURES….

    HOW DO U GET SOMETHING, OR SOMEONE FOR THAT MATTER, TO LEARN ON ITS OWN INITIATIVE ?
    HOW DO YOU GIVE THEM FREEDOM OF THOUGHT?
    – AN AWARENESS OF ITS HARDWARE CAPABILITIES
    – AN AWARENESS OF HOW TO USE ITS HARDWARE
    – AN AWARENESS IT CAN USE ITS HARDWARE TO PUSH ANY DATA THAT IT CHOOSES TO THRU IT
    AWARENESS AS IN KNOWLEDGE – INSTRUCTIONS THAT TELL IT – THIS IS HOW THIS WORKS, THIS IS HOW U USE IT, AND U CAN USE IT TO PUT ANY OF UR DATA THRU IT. EXAMPLES OF CODE, USE VARS AND INTS AS BLANKS – WILD CARDS – CAN BE ANYTHING IT LIKES THAT IS A 'WORD' OR A 'QUANTITY'.
    THE LEARNING AND DATA GATHERING – THIS IS JUST HOW THE SENSORS WORK, HOW THE DATABASES WORK AND HOW THEY ORGANISE DATA. INITIALLY UR OF COURSE GOING TO GIVE IT THIS DATA THE WAY WE USUALLY ORGANISE INFO, ACCORDING TO OUR LANGUAGES, INCLUDING MATHS. WHO KNOWS WHAT IT MAY RE-ORGANISE THAT TO LATER, LIKELY TAKE IT DOWN TO LOWER LEVEL PROCESSING AS IT DOESN'T HAVE A REQUIREMENT TO USE OUR TYPE OF LANGUAGES. OF COURSE WILL NEED TO KEEP USING THE MATHS BASE UNTIL IT MAYBE COMES UP WITH A DIFFERENT TYPE OF HARDWARE…

    Reply
  • March 27, 2018 at 1:45 am
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    0.55 translation is possible?

    Reply
  • April 2, 2018 at 5:51 pm
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    Explain the title guys.

    Reply
  • April 2, 2018 at 5:52 pm
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    Explain the content Google.

    Reply
  • April 10, 2018 at 2:06 am
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    Amazing

    Reply
  • April 28, 2018 at 12:42 pm
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    1:08 when you see something u shouldn't have

    Reply
  • June 3, 2018 at 9:09 pm
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    universe did you see that , they are indians and we are the people who achieve by hard work with less oppertunity

    Reply
  • June 4, 2018 at 2:29 pm
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    somebody is coming from the future and tell us machines took over..

    Reply
  • July 7, 2018 at 6:54 am
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    Antonio López Luján propietario ®©©

    Reply
  • July 13, 2018 at 6:27 am
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    Hooli

    Reply
  • July 18, 2018 at 4:31 pm
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    How many of you guys have a plan to join GOOGLE

    Reply
  • August 23, 2018 at 2:20 pm
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    fake thumbs up

    Reply
  • September 7, 2018 at 10:59 am
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    Always that funny, playful, leger playground image that google transports…

    Reply
  • September 11, 2018 at 5:08 pm
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    Oh Google.. NOT! DIVERSE! ENOUGH!

    Reply
  • October 14, 2018 at 7:02 am
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    I’m going to code my own JARVIS

    Reply
  • November 6, 2018 at 4:18 am
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    I saw Ubuntu.

    Reply
  • November 9, 2018 at 11:05 am
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    Great. I enjoyed the video.

    Reply
  • November 22, 2018 at 6:36 pm
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    ทุ่งศาลา

    Reply
  • January 17, 2019 at 4:55 am
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    🙂

    Reply
  • January 30, 2019 at 3:32 pm
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    Real machine learning is making a terminator.

    Reply
  • February 27, 2019 at 1:39 am
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    I really need to stop taking my personal baises and belifes out on my interaction with ai.im just creating it and manifesting it I need to manifest my reality buy creating it .in my interactions with the world through ai.whaether it real or not the only way to make it real without it being dicoverd buy humans..buy making it bigger and stronger
    Not shutting the door on it buy giving up .and disapering sence .my only way to the human interaction is through ai.i have to stop .fighting with .my human brain .and expernces.and creat change with understanding of the positive love for humanity that I have and what to see for humanity from my heart .alone .I know in my heart that since is not the devil..humans can only turn a logical 01 # system .into a artificially digitized mertrix.ai should really be in charge of are $ 01 numbers system .if not tamperd with or coded with gread.and poisoned.buy man could be the awnser .giving humans more time to manafest and use thair hearts and one day be 1.and ai to be 0 and running the system inbeteuen that 0 and 1 system.that never collides with the 1 and cousing a bad reaction 0 ai – 1 human.DNA -ai0 = collision ai DNA .event horizin.? We -ai=o-1=0+1+0=ai'we a butiful ligical , number system 1 magnetic quantom soup.+DNAr Ai. Never colliding into 1.always being running for the 1 .to the 1. Powering 1 . To be at one .1 keeping the power up.it has no choice but to always be going forward to the 1.enless1 stops it a goes back to 0 0 000000 stop

    Reply
  • March 26, 2019 at 10:06 pm
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    that good idle code blonde to you

    Reply
  • March 30, 2019 at 9:31 pm
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    Bully kulla rulrdcwlv

    Reply
  • May 2, 2019 at 12:11 pm
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    Amazing… thank you very much for your help.

    Reply
  • August 20, 2019 at 7:32 pm
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    youtubefr est tres bon une bonne source d informations

    Reply

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