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European School Education Platform & eTwinning
… must be an opportunity for all Marco Neves – 26/10/2022
AI & Education
European School Education Platform
European School Education Platform
We should not be asking the question:
In 50 years from now, will there be a human or a robot teaching?
Jandrić, 2017, p. 207
European School Education Platform
We must demystify AI
European School Education Platform
new?
1950…1956……2012…2022
European School Education Platform
magic?
fire...electricity…radio
European School Education Platform
(really) intelligent?
European School Education Platform
Stern "An intelligence quotient (IQ) is a total score
derived from a set of standardized tests or subtests
designed to assess human intelligence.”
Gardner “An intelligence is the ability to solve
problems, or to create products, that are valued within
one or more cultural settings” (multiple intelligences)
Legg and Hutter “Intelligence measures an agent’s
ability to achieve goals in a wide range of environments.”
1912
1983
2012
European School Education Platform
What is artificial is
unlikely to be
intelligent and what is
intelligent is unlikely
to be artificial
European School Education Platform
European School Education Platform
"The artificial in
artificial intelligence
is real”
Mellichamp, 1985
European School Education Platform
powerful
transformative
disruptive
impactful
General Purpose Technology
European School Education Platform
Artificial Intelligence
A definition, please!
“The science and engineering of making intelligent
machines.”
John McCarthy 1956
“AI systems are algorithmic models that carry out cognitive or
perceptual functions in the world that were previously
reserved for thinking, judging, and reasoning human
beings.”
Leslie et al. 2021
European School Education Platform
AI knowledge map (Corea, 2019)
European School Education Platform
Ethical
Social
Human
Economic
Ecological
Geopolitical
Technological
Challenges
European School Education Platform
AI
& Education
(DATA)
European School Education Platform
DATA is
everywhere
Artificial
Intelligence
European School Education Platform
We are living in the age of “smart
agents”
surrounded by
“dumb” educational
systems
European School Education Platform
AI in education
should be an 'open box'
and not a
'black box'
European School Education Platform
AI should not be
used to Automate
Poor
Pedagogical
Practices
Wayne Holmes
European School Education Platform
1 2 3 4
Learning With AI
AI to suport the teaching
learning process
• Teaching Facing Tools
• Learner Facing Tools
• System Facing Tools
Learning For AI
Enable students to
develop knowledge and
skills in how AI impacts
the different components
of our daily lives
• To understand what is
AI
• Build with AI
• Human + Tech
Learning (about) AI
To create the conditions
(curricular and dynamic)
for students to explore
the AI theme in its
fullness, i.e. the technical
and human dimension.
• Social, economical,
cultural, ethical impact
• AI transforming society
• Good4All
Learning about Learning
Data in Education, Data
Mining (resulting from
Learning with AI)
• Learning Analytics
• Big Data in Education
• Data-driven decisions
• System Level
• Resource
Mamangement
AI & Education
Where and How AI fits in Education?
AI and Education, COE (2022) – Preliminary Report
European School Education Platform
AI & Education
Learning with AI - Teaching Facing Tools
GradeScope
FirstPass
AI Coach
European School Education Platform
AI & Education
Learning with AI - Students Facing Tools
Area9 Lyceum
ASSISTments
Cognii
European School Education Platform
AI & Education
Learning AI – Exploring and Building Ethically with AI
AI4K12
Elements of AI
Teens in AI
European School Education Platform
AI (DATA) & Education
… and in my classroom?
European School Education Platform
The world today is more digitized and machine-centric than ever before. Artificial
intelligence (AI) is a set of computer programs and techniques that allow
computers to process data in a way that mimics human thinking. AI enables
machines to analyze data, understand natural language, learn new things, and
respond to user queries or requests. Education is an important part of every
individual’s life. It helps us build our career, gain knowledge about the world
around us, and make informed decisions about our future. However, with rising
demands for skilled workers with STEM expertise amid tight job markets, many
schools are finding it challenging to meet their students’ needs. Fortunately, AI
can help educators fulfill their roles more efficiently by personalizing student
learning experiences based on their strengths and weaknesses while reducing
operational costs through streamlining processes like record keeping and grading
assignments. (Marco Neves, 2022)
• txt 2 image
• txt 2 3D
• txt 2 video
• txt 2 screenplay
European School Education Platform
Digital Divide
AI Divide
European School Education Platform
AI & Education
Learning AI – Exploring and Building Ethically with AI
FRAMEWORK
Data Skills
AI Skills
Create with AI
AI Entrepreneurship
Competences
Multi Impact of AI
Ethic and Human Values
Awareness of AI
European School Education Platform
European School Education Platform
“Our intelligence is
what makes us human,
and AI is (just) an
extension of that
quality.”
Yann LeCun
European School Education Platform
… must be an opportunity for all
European School Education Platform
European School Education Platform is an initiative of the European Commission and funded by
Erasmus+, the EU’s programme for education, training, youth and sport in Europe. This presentation has
been prepared for the DG Education and Culture of the European Commission by European Schoolnet
under a contract with the Union, however it reflects the views only of the authors, and the Commission
cannot be held responsible for any use which may be made of the information contained therein.
Thank you
Marco Neves

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AI in Education must be an opportunity for all

  • 1. European School Education Platform & eTwinning … must be an opportunity for all Marco Neves – 26/10/2022 AI & Education
  • 2. European School Education Platform European School Education Platform We should not be asking the question: In 50 years from now, will there be a human or a robot teaching? Jandrić, 2017, p. 207
  • 3. European School Education Platform We must demystify AI
  • 4. European School Education Platform new? 1950…1956……2012…2022
  • 5. European School Education Platform magic? fire...electricity…radio
  • 6. European School Education Platform (really) intelligent?
  • 7. European School Education Platform Stern "An intelligence quotient (IQ) is a total score derived from a set of standardized tests or subtests designed to assess human intelligence.” Gardner “An intelligence is the ability to solve problems, or to create products, that are valued within one or more cultural settings” (multiple intelligences) Legg and Hutter “Intelligence measures an agent’s ability to achieve goals in a wide range of environments.” 1912 1983 2012
  • 8. European School Education Platform What is artificial is unlikely to be intelligent and what is intelligent is unlikely to be artificial
  • 9. European School Education Platform European School Education Platform "The artificial in artificial intelligence is real” Mellichamp, 1985
  • 10. European School Education Platform powerful transformative disruptive impactful General Purpose Technology
  • 11. European School Education Platform Artificial Intelligence A definition, please! “The science and engineering of making intelligent machines.” John McCarthy 1956 “AI systems are algorithmic models that carry out cognitive or perceptual functions in the world that were previously reserved for thinking, judging, and reasoning human beings.” Leslie et al. 2021
  • 12. European School Education Platform AI knowledge map (Corea, 2019)
  • 13. European School Education Platform Ethical Social Human Economic Ecological Geopolitical Technological Challenges
  • 14. European School Education Platform AI & Education (DATA)
  • 15. European School Education Platform DATA is everywhere Artificial Intelligence
  • 16. European School Education Platform We are living in the age of “smart agents” surrounded by “dumb” educational systems
  • 17. European School Education Platform AI in education should be an 'open box' and not a 'black box'
  • 18. European School Education Platform AI should not be used to Automate Poor Pedagogical Practices Wayne Holmes
  • 19. European School Education Platform 1 2 3 4 Learning With AI AI to suport the teaching learning process • Teaching Facing Tools • Learner Facing Tools • System Facing Tools Learning For AI Enable students to develop knowledge and skills in how AI impacts the different components of our daily lives • To understand what is AI • Build with AI • Human + Tech Learning (about) AI To create the conditions (curricular and dynamic) for students to explore the AI theme in its fullness, i.e. the technical and human dimension. • Social, economical, cultural, ethical impact • AI transforming society • Good4All Learning about Learning Data in Education, Data Mining (resulting from Learning with AI) • Learning Analytics • Big Data in Education • Data-driven decisions • System Level • Resource Mamangement AI & Education Where and How AI fits in Education? AI and Education, COE (2022) – Preliminary Report
  • 20. European School Education Platform AI & Education Learning with AI - Teaching Facing Tools GradeScope FirstPass AI Coach
  • 21. European School Education Platform AI & Education Learning with AI - Students Facing Tools Area9 Lyceum ASSISTments Cognii
  • 22. European School Education Platform AI & Education Learning AI – Exploring and Building Ethically with AI AI4K12 Elements of AI Teens in AI
  • 23. European School Education Platform AI (DATA) & Education … and in my classroom?
  • 24. European School Education Platform The world today is more digitized and machine-centric than ever before. Artificial intelligence (AI) is a set of computer programs and techniques that allow computers to process data in a way that mimics human thinking. AI enables machines to analyze data, understand natural language, learn new things, and respond to user queries or requests. Education is an important part of every individual’s life. It helps us build our career, gain knowledge about the world around us, and make informed decisions about our future. However, with rising demands for skilled workers with STEM expertise amid tight job markets, many schools are finding it challenging to meet their students’ needs. Fortunately, AI can help educators fulfill their roles more efficiently by personalizing student learning experiences based on their strengths and weaknesses while reducing operational costs through streamlining processes like record keeping and grading assignments. (Marco Neves, 2022) • txt 2 image • txt 2 3D • txt 2 video • txt 2 screenplay
  • 25. European School Education Platform Digital Divide AI Divide
  • 26. European School Education Platform AI & Education Learning AI – Exploring and Building Ethically with AI FRAMEWORK Data Skills AI Skills Create with AI AI Entrepreneurship Competences Multi Impact of AI Ethic and Human Values Awareness of AI
  • 27. European School Education Platform European School Education Platform “Our intelligence is what makes us human, and AI is (just) an extension of that quality.” Yann LeCun
  • 28. European School Education Platform … must be an opportunity for all
  • 29. European School Education Platform European School Education Platform is an initiative of the European Commission and funded by Erasmus+, the EU’s programme for education, training, youth and sport in Europe. This presentation has been prepared for the DG Education and Culture of the European Commission by European Schoolnet under a contract with the Union, however it reflects the views only of the authors, and the Commission cannot be held responsible for any use which may be made of the information contained therein. Thank you Marco Neves