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eTwinning Online Event
Do you ever use AI?
Yes, is it in your pocket.
How to bring AI into an eTwinning project?
Marco Neves
Agrupamento de Escolas da Batalha
08 April, 2021
#AIeTwinning
https://answergarden.ch/1870704
Alan Turing
Can Machines Think?
A. M. Turing (1950) Computing Machinery and Intelligence. Mind 49: 433-460
"Intelligence is a dynamic flow
of being able to perceive and
adjust processes that have
failed in a particular
environment.”
A Collection of Definitions of Intelligence
Shane Legg, Marcus Hutter
https://arxiv.org/abs/0706.3639
Intelligence?
“Our intelligence is what
makes us human, and AI is
(just) an extension of that
quality.”
Yann LeCun
Context
Challenges
What should be the purpose of
education when we are been
challenged by "smart machines" and
when we are losing our last field of
exclusivity: intelligence
AI (Artificial Intelligence)
Refers to the simulation of
human intelligence in machines
that are programmed to think
like humans and mimic their
actions
Digital Transformation
Cyber-physical systems form the
basis of Industry 4.0 (e.g., ‘smart
machines’). Modern control
systems, have embedded software
systems connect and be addressed
via IoT (the Internet of Things).
AI knowledge map (Corea, 2019)
Where is
AI today?
The GPT-3 model has 175 billion
parameters (the values that a neural
network tries to optimize during training),
compared with GPT-2’s already vast 1.5
billion.
GPT-3 can generate any kind of text,
including poetry, guitar tabs or even
computer code.
Auto Text Generation
https://openai.com/blog/dall-e/
“A neural network called DALL·E that creates
images from text captions for a wide range of
concepts expressible in natural language.”
14
14
14
Where is the border between the digital ME and the analogical ME?
How are you?
Do you know?
http://bit.ly/howareyou007
eTwinning Online Professional
https://thispersondoesnotexist.com/
https://www.scmp.com/lifestyle/fashion-beauty/article/3009466/ai-fashion-computer-generated-models-look-spookily-real
https://www.myheritage.com/incolor
eTwinning Online Professional
https://vo.codes
Within schools, for example, it is becoming increasingly important to reconsider
exactly what we teach. What is the purpose of teaching the knowledge and skills
that AI systems can do, all too often much better than we humans can? Instead,
we should reconfigure our curriculums to focus on the essentially human skills that
AI is unlikely to be any good at for many years to come - skills such as creativity,
collaboration, curiosity, critical thinking, communication, value judgements, and
social and emotional learning. (Holmes and Neves, 2020)
Data Skills
AI Skills
Build/Create with AI
AI Entrepreneurship
Skills and Competences
Social, economical, cultural and
ecologic disruptions (AI Impacts)
Human and Ethic Values
Labor market
FRAMEWORK
Projects Ideas
AutoAuto.AI - Learning AI with Autonomous vehicles https://www.autoauto.ai/
Edu ReadyAI https://edu.readyai.org/
Elements of AI https://www.elementsofai.com/
AI4ALL https://ai4all.docebosaas.com/learn
ML for Kids https://machinelearningforkids.co.uk/
AIY https://aiyprojects.withgoogle.com/
Resources
PictoBlox https://thestempedia.com/product/pictoblox/
AI crash Course https://www.youtube.com/playlist?list=PL8dPuuaLjXtO65LeD2p4_Sb5XQ51
par_b
AI Microsoft School https://aischool.microsoft.com/
Okai - An Interactive Introduction to Artificial
Intelligence (AI)
https://okai.brown.edu/index.html
Korbit AI Learning Tutor https://www.korbit.ai/
AI - Alternate Unit Curriculum http://www.exploringcs.org/for-teachers-districts/artificial-intelligence
Resources
Ready AI+ME Course https://edu.readyai.org/pt-pt/courses/ai-me-1/
AI Family Challenge https://www.curiositymachine.org/lessons/lesson/
How normal am I? https://www.hownormalami.eu/
Moral Machine https://moralmachine.mit.edu/
AI + Ethics Curriculum for Middle School https://www.media.mit.edu/projects/ai-ethics-for-middle-school/overview/
Movix.AI https://movix.ai/
MIT Edu - AIK12 https://aieducation.mit.edu/
Big Reset (1) https://www.youtube.com/watch?v=s0dMTAQM4cw
Big Reset (2) https://www.youtube.com/watch?v=-ePZ7OdY-Dw
Five big Ideas for AI AI4K12.org
Ethics of AI https://ethics-of-ai.mooc.fi/
Resources
(questions)Projects Ideas
Projects Ideas
https://chat.kuki.ai/
https://en.akinator.com/
Projects Ideas
https://deepdreamgenerator.com/ https://www.deepl.com/translator
"The best way to predict the future is
to invent it.”
Alan Kay
twitter.com/mbrasneves
linkedin.com/in/mbrasneves/

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Do you ever use AI? Yes, is it in your pocket. How to bring AI into an eTwinning project?

  • 1. eTwinning Online Event Do you ever use AI? Yes, is it in your pocket. How to bring AI into an eTwinning project? Marco Neves Agrupamento de Escolas da Batalha 08 April, 2021
  • 4. Alan Turing Can Machines Think? A. M. Turing (1950) Computing Machinery and Intelligence. Mind 49: 433-460
  • 5. "Intelligence is a dynamic flow of being able to perceive and adjust processes that have failed in a particular environment.” A Collection of Definitions of Intelligence Shane Legg, Marcus Hutter https://arxiv.org/abs/0706.3639 Intelligence?
  • 6. “Our intelligence is what makes us human, and AI is (just) an extension of that quality.” Yann LeCun
  • 7. Context Challenges What should be the purpose of education when we are been challenged by "smart machines" and when we are losing our last field of exclusivity: intelligence AI (Artificial Intelligence) Refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions Digital Transformation Cyber-physical systems form the basis of Industry 4.0 (e.g., ‘smart machines’). Modern control systems, have embedded software systems connect and be addressed via IoT (the Internet of Things).
  • 8. AI knowledge map (Corea, 2019)
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21. The GPT-3 model has 175 billion parameters (the values that a neural network tries to optimize during training), compared with GPT-2’s already vast 1.5 billion. GPT-3 can generate any kind of text, including poetry, guitar tabs or even computer code. Auto Text Generation
  • 22.
  • 23. https://openai.com/blog/dall-e/ “A neural network called DALL·E that creates images from text captions for a wide range of concepts expressible in natural language.”
  • 24. 14
  • 25. 14 14
  • 26. Where is the border between the digital ME and the analogical ME?
  • 27. How are you? Do you know? http://bit.ly/howareyou007
  • 31.
  • 32.
  • 34.
  • 36.
  • 38. Within schools, for example, it is becoming increasingly important to reconsider exactly what we teach. What is the purpose of teaching the knowledge and skills that AI systems can do, all too often much better than we humans can? Instead, we should reconfigure our curriculums to focus on the essentially human skills that AI is unlikely to be any good at for many years to come - skills such as creativity, collaboration, curiosity, critical thinking, communication, value judgements, and social and emotional learning. (Holmes and Neves, 2020)
  • 39.
  • 40.
  • 41.
  • 42. Data Skills AI Skills Build/Create with AI AI Entrepreneurship Skills and Competences Social, economical, cultural and ecologic disruptions (AI Impacts) Human and Ethic Values Labor market FRAMEWORK
  • 43.
  • 45. AutoAuto.AI - Learning AI with Autonomous vehicles https://www.autoauto.ai/ Edu ReadyAI https://edu.readyai.org/ Elements of AI https://www.elementsofai.com/ AI4ALL https://ai4all.docebosaas.com/learn ML for Kids https://machinelearningforkids.co.uk/ AIY https://aiyprojects.withgoogle.com/ Resources
  • 46. PictoBlox https://thestempedia.com/product/pictoblox/ AI crash Course https://www.youtube.com/playlist?list=PL8dPuuaLjXtO65LeD2p4_Sb5XQ51 par_b AI Microsoft School https://aischool.microsoft.com/ Okai - An Interactive Introduction to Artificial Intelligence (AI) https://okai.brown.edu/index.html Korbit AI Learning Tutor https://www.korbit.ai/ AI - Alternate Unit Curriculum http://www.exploringcs.org/for-teachers-districts/artificial-intelligence Resources
  • 47. Ready AI+ME Course https://edu.readyai.org/pt-pt/courses/ai-me-1/ AI Family Challenge https://www.curiositymachine.org/lessons/lesson/ How normal am I? https://www.hownormalami.eu/ Moral Machine https://moralmachine.mit.edu/ AI + Ethics Curriculum for Middle School https://www.media.mit.edu/projects/ai-ethics-for-middle-school/overview/ Movix.AI https://movix.ai/ MIT Edu - AIK12 https://aieducation.mit.edu/ Big Reset (1) https://www.youtube.com/watch?v=s0dMTAQM4cw Big Reset (2) https://www.youtube.com/watch?v=-ePZ7OdY-Dw Five big Ideas for AI AI4K12.org Ethics of AI https://ethics-of-ai.mooc.fi/ Resources
  • 51. "The best way to predict the future is to invent it.” Alan Kay twitter.com/mbrasneves linkedin.com/in/mbrasneves/

Editor's Notes

  1. https://medium.com/singularityu/uber-yourself-before-you-get-kodaked-38d68473df49
  2. https://jamboard.google.com/d/1TYO9cPj1ADRghLkshZk_DXgYgxiy3WAzaNIwSP3-hFc/edit?usp=sharing