More Related Content Similar to Implementing digital skills in the Era of Artificial Intelligence (20) More from The Transformation Society (20) Implementing digital skills in the Era of Artificial Intelligence1. Presentation © 2018 The Transformation Society
@TransformSoc
Implementing
Digital Skills in the
Era of Artificial
Intelligence
Neus Lorenzo
@NewsNeus
Ray Gallon
@RayGallon
http://storage0.dms.mpinteractiv.ro/media/401/321/5387/16765074/1/52391955-ml.jpg
info@transformationsociety.net
3. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Bone-flute pieces found at Divje
Babe (Slovenia ) and at Hohle
Fels (Germany, 2008) dates
back 42,000 to 43,000 years.
https://youtu.be/sHy9FOblt7Y
A Brief story of “Key Competences”
What was
the Oldest
“ICT Skill”?
http://cdn8.openculture.com/wp-content/uploads/2015/02/bone-flute-e1423554383630.jpg
5. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
What do I need to Communicate?
http://www.macroevolution.net/images/australopithecus-afarensis-594-398-49.jpg
near
food
a lot
Survival Competences:
Language Skills
Numeracy Skills
Learning-to-Learn Skills
Learning to inhabit the world
... ... ...
6. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
How We Speak and Communicate
http://elhuertodelosremedios.com/wp-content/uploads/2017/10/a4hho5r-640x537.jpg http://definicionyque.es/wp-content/uploads/2016/12/Homo_Sapiens.jpg
Is he happy?
How sweet…!
Relational competences:
-Survival plus:
Communication Skills
Learning-to-interact Skills
Learning to share
Learning to live with others
... ... ...
7. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Why do Humans need Communicate?
https://theodawson.net/wp-content/uploads/2015/12/blooms_taxonomy.png
http://s3-us-west-1.amazonaws.com/scifindr/articles/image2s/000/002/347/large/neanderthal_woman-4x3.jpg?1465000909
Strategic competences:
-Survival, Relational, plus:
Citizenship and Social Development
Techno-Scientific Skills
Intercultural and Plurilingual Skills
... ... ...
10. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Strategies and Common GoalsVotes
Time
0 +
n
(This is urgent and important in education)
10 YearsToday 5 Years
What Digital Changes Will Your School System Need to Lead the Futur
e?
today 5 years 10 years
12. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Frameworks for Hybrid Paradigms
Ref: Gallon, R. & Lorenzo, N. (2018 in printing) “A Social constructionist Model for Human-
Machine Ecosystems”, in Learning Strategies and Constructionism in Modern Education
Settings. Edited by Linda Daniela. IGI Global.
13. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
We are Facing Terrible Social and
Technological Gaps in Education
https://cdn.static-economist.com/sites/default/files/images/print-edition/20150411_STP002_0.jpg
14. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Transformative
Digital Skills
Knowledge
Literacies
(To know)
p://www.cobdc.net/13JCD/wp-content/uploads/2012/10/book_vs_ebook-300x239.jpg
Information
Sustainability
Literacies
(To know how
to do)
http://4.bp.blogspot.com/-pgtPmrZL8XI/Tihg8DmZOwI/AAAAAAAAA7Q/JIO813mc3eU/s1600/DSC_0027.JPG
Action
Relational
Literacies
(To know how
to be oneself, and
with others)
http://www.vila-real.es/portal/RecursosWeb/IMAGENES/1/0_15964_1.jpg
Inclusion
15. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
We have new educational challenges
for a new hyper-connected world
#AI #IoT
https://joerazz.files.wordpress.com/2015/09/ai.jpg?w=640
Algorithm Ethicist
16. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Psycho-robotics
-Clinical interaction with robots
-Dependencies and pathologies
Psychology and Technology driven by AI
Congress 2009:
“V Congreso, una iniciativa plural y
colaborativa” (UAB)
http://www.cibersociedad.net/congres2009/
https://institutorobotica.org/wp-content/uploads/2016/08/insituto-de-robotica-para-la-dependencia-42.jpg
https://i.pinimg.com/564x/62/3e/f3/623ef3026b7f2a43ff25b259703341e6.jpg
http://www.portalesmedicos.com/publicaciones/articles/4575/1/Nanotecnologia-y-Medicina.html
User Experience (UX)
Immersive media
17. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Exobiology and Astrobiology
Fields of study:
Defense against microorganism
contamination for interplanetary
voyages and astrophysical
experimentation
1r Project: NASA 1959, “Exobiology Programs: 1960”
Kazakhstan, 2007
https://cnes.fr/en/web/CNES-en/6365-exobiology-from-the-cosmos-to-the-laboratory.php
-Signs of life in the universe, past &
present
-Origin of life: proto-biotics & prebiotics
-Life adaptation to gravitation & extreme
ecosystems
-Technology for living in space
(exoskeletons…)
https://sciences-techniques.cnes.fr/en/web/CNES-en/11736-st-exobiology-
and-planetary-protection.php
http://www.drewexmachina.com/tag/soviet-venus-missions/
“Venera 1”
(1961)
Protection:
-Experimental hazards
-COSPAR
18. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Nano-technology
https://www.euroresidentes.com/tecnologia/nanotecnologia/los-10-avances-en-nanotecnologia-mas
https://tinec.com.mx/wp-
content/uploads/2016/08/db3d107162b44c7db7083361a15a2f1d_XL.jpg
https://s-media-cache-ak0.pinimg.com/564x/a0/26/57/a026573d58153a58cef2464ced524148.jpg
Miniaturisation,
Molecular biology, Wet Systems,
Hyperconnectivity
http://www.portalesmedicos.com/imagenes/publicaciones_12/1208_nanotecnologia_nano_
medicina/beneficios_aplicaciones_medicina.jpg
The Smallest Video: https://www.youtube.com/watch?v=oSCX78-8-q0
21. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Are We Ready for Enhanced Senses?
What are
human,
capabilities
when connected
to devices that
extend human
senses?
https://assets.pcmag.com/media/images/531455-enterprise-augmented-reality.jpg?thumb=y&width=810&height=456
22. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Activity-1
Inhabiting Augmented Reality
Tool: Blippar
https://blippar.com/
https://trends.google.com/trends/explore
1- Download Blippar App
2- Scan Your Hand
3- Explore added information
24. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
http://www.cadenadial.com/wp-content/uploads/2017/03/blippar_4_640x360.jpg
Micro abilities:
- identifying
- understanding
- connecting
- selecting
- reading
- calculating
- choosing
- judging
Hyper-connected recognition
Continuously updated
www.information4zero.org
29. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
This is a
woman’s
face face
Això es la
cara d’una
dona
“hair style,
clothes,
jewellery…
”
Image Categories:
face/woman
Facial
recognition:
expressions
and feelings
Text Speech and
synthesised
voice
Translations
(i.e. Catalan)
Cultural
Relevance
and Meaning
AI is Merging Human and Machine Codes
Integrating, Transforming, Acting...
Ref: Gallon, R. & Lorenzo, N. (2018 in printing) “A Social constructionist Model for
Human-Machine Ecosystems”, in Learning Strategies and Constructionism in
Modern Education Settings. Edited by Linda Daniela. IGI Global.
30. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Deep Learning Predicts Results
and Learns from Errors
YouTub:ht tps://www.youtube.com/watch?v=9bcbh2hC7Hw
"Parallel Multiscale Autoregressive Density Estimation”
https://arxiv.org/pdf/1703.03664.pdf https://arxiv.org/pdf/1703.03664.pdf
arXiv:1703.03664v1 [cs.CV] 10 Mar 2017
https://arxiv.org/pdf/1703.03664.pdf
arXiv:1703.03664v1 [cs.CV] 10 Mar 2017
1-Input
labelled
data
2-
Manipulate
Data
3-Train
Model
4-Test data
5-Improve
Model
32. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Activity-2
Correlating Information & Data
Tool: GoogleTrends
https://trends.google.com/trends/
https://trends.google.com/trends/explore
Catalonia
1- Open Google Trends
2-Compare two Trends
3-In groups, find correlations
4-Explore Visualization Options
35. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Hyper-Connected Data Analysis
Based on User Behaviour
Meso abilities
- Visual Numeracy
- Meta-data Analysis
- Cultural Associations
- Reflecting on Evidence
- Visual-Data Narrative
- CLIL, STEM, STEAM
- Action Awareness
- Research Initiative
Education Vs. Science
www.information4zero.org
36. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Documentation 2
Send a tweet:
What trends can you look for with
your students for a school project?
…in Primary Education?
…In Secondary?
Use the hashtag #MLW2018
37. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Explicit
Implicit
Meta-Referential
Ref: Lorenzo, N. Gallon, R (2018). “Event Horizon: Helping Students learn what nobody knows
yet”. Innovations, tecnologies and researchs in Education. Editetd by inda Daniela, Cambridge
Scholars.
38. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
http://www.ibe.unesco.org/sites/default/files/resources/02_future_competences_and_the_future_of_curriculum_30oct.v2.pdf
Attitudes
Values
Skills
Knowledge
Technology
Information
Implementng Digital Skills
in the Era of AI
Transversal
DigitalCompetencies
Ref: http://www.ibe.unesco.org/sites/default/files/resources/02_future_competences_and_the_future_of_curriculum_30oct.v2.pdf
Mmantsetsa Marope / Patrick Griffin / Carmel Gallagher
“Future Competences and the Future of Curriculum A Global Reference for Curricula
Transformation”. IBE-UNESCO Global Curriculum Network
39. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Transversal Communication Goals
http://www.ibe.unesco.org/sites/default/files/resources/02_future_competences_and_the_future_of_curriculum_30oct.v2.pdf
■Awareness
Adaptability
Agility to Adapt
■Innovation
Empowerment
Social Justice
■Productivity
Sustainability
Efficiency
■Justice Democracy
Good Governance
■Social Cohesion
Equity and
Inclusion Citizenship
■Domain Specialists
Human resources
Human Capital
■Functional Literacy
Digital Society
Health and
Well BeingMmantsetsa Marope / Patrick Griffin / Carmel Gallagher
“Future Competences and the Future of Curriculum A Global Reference for Curricula
Transformation”. IBE-UNESCO Global Curriculum Network
1-Lifelong
Learning
2-Self Agency
7-Multi-literateness
Multi-literacies
6-Transdisciplinarity
3-Interactively
using diverse
tools and
resources
5-Interacting with
the world
4-Interacting with
others
40. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Evolution of employment in occupational groups
defined by level of skills proficiency (PIAAC, 2015)
Ref: PIAAC 2015, Occupations with next to highest average scores why-skills-matter-further-results-from-the-survey-of-adult-skills-20-638.jpg
43. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Are we Ready to Interact in a
Hybrid Human-Machine Society?
https://i.pinimg.com/564x/39/21/d8/3921d818838f1644d48b66e2a5813137.jpg
What does it
mean to be
human, when
machines
understand
human
emotions?
44. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Activity-3
Emotional Recognition
Tool: InSight App
App Store Google Play Store
1- Download InSight App
2- Centre Your Face on
Screen
3- Explore feelings and
expressions
4-Take a selfie and Tweet it!
47. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Micro abilities:
- reading gestures
- inferring
- interpreting
- accessing graphics
- projecting
- deducing feelings
- calculating
- assessing
- evaluating
Hyper-connected recognition
Data Based
www.information4zero.org
49. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Machines can
“read humans”...
https://cnet1.cbsistatic.com/img/izEOqr8rWld2f2Pa84K9UjpT-Zg=/1170x0/2017/01/05/a151ee69-6751-4d97-b936-d71c22a03d92/hubbel-hugo-camera-product-photos-combine.jpg
• Context sensing
• Eye tracking
• Emotional recognition
51. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
What to care about when you don’t
know what’s happening?
https://tctechcrunch2011.files.wordpress.com/2016/11/gettyimages-496800562.jpg?w=738
What to teach when you don’t know
what’s happening?
52. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
https://image.slidesharecdn.com/cyborgsorrobotsassistinghumanmovementsprof-170503151456/95/cyborgs-or-robots-assisting-human-
movements-prof-robert-riener-year-of-the-rooster-32-638.jpg?cb=1493824505
Needed: New Digital Skills for the 2030 SDGs
http://experience-engineers.com/wp-content/uploads/mobile-learning-solutions.jpg
http://img.bognorphoto.com/upload/9/32/932e84906bd578e622776b8301ab5042_thumb.jpg
http://sapiencia.eu/wp-content/uploads/2016/08/2cefeb5f5e72c9f38ad557eca1fe019f.jpg
53. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
If Artificial Intelligence cannot help us solve human problems,
it will become another world problem.
https://www.bostonglobe.com/opinion/2015/09/10/thomas-piketty-migrants-crisis-europe-must-follow-germany-lead/Fyvj5pCy02tDBpDZd53ZGO/story.html
54. @TransformSoc
@NewsNeus @RayGallon Presentation © 2018 The Transformation Society
Open Questions for Twitter
#MLW2018
In a hyper-connected technological society…
What’s real?
What do we REALLY need to know, to relate to
each other in a hybrid society?
How can we integrate technology and ethics in
education, to learn to live and work together for
a better, sustainable future?
Editor's Notes 14 Abril 2005 NL
Maybe we can’t do mind reading, but we can do eye tracking. Some of the demands were connected to emotional response to content, facial expressions, and feedback.
In the picture on the right, we can see which words call the reader’s attention.
We can see they are not reading in a linear fashion. Maybe we need to know more about this, to understand the impact of our texts on our readers.