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European Leadership in Human-
Centred Trustworthy AI
Yiannis Kompatsiaris, CERTH - ITI
12th European Innovation Summit, December 11th, 2020
AI4Media: Artificial Intelligence for the
Society and the Media Industry
Delivering the next generation
of core AI advances to serve
the key sector of Media 2
30 partners:
universities
research
centers
industry
4
Media
• Information and communication production and delivery
• News and journalism
• Social Media
• Entertainment, film production
• Arts and creativity
Society and Democracy
• Economic value
• Societal values and opinions towards a democratic society
• If things go wrong, polarization and crises (e.g. fake news,
deepfakes)
Media, Society and Democracy
Manipulation and synthetic content
detection
5
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection
• Easy way to identify
manipulated media
without any expertise
• Mitigate the spread of
disinformation and fake
news, prevent frauds
• Future challenges:
• sophisticated online bots
+ synthetic content
• from fake news to fake
humans
6
• Continue supporting R&D
• Great progress in AI but we are not there yet
• Cannot be leaders if we follow advances happening
elsewhere
• Balance between fundamental aspects and
problem/application-driven specific/targeted research
• Balance between small-scale and large-scale efforts
(e.g. lighthouse vs collaborative projects)
• ΑΙ and data
• Openness and availability
• Industry-relevant effective datasets
• Transforming data assets (e.g. media archives) to
useful datasets
• Ensure quality and fairness
Leadership in AI
7
• Mainstream Education About AI
• For European Business - and for the Public
• Enhance AI uptake and AI effectiveness/acceptance
• Society-centred AI: challenges of AI at the group
level
• Mitigate biases and beyond, detect faster
discrimination and fundamental rights issues
• AI in creating new forms of inequality: uneven
distribution of AI systems, know how, impact on certain
groups, “'leave no one behind’.
• Tech and human aspects integration, how AI is used
and consumed by their intended (and unintended)
users. Transparency: people have the right to know
what’s going on behind the scenes.
Leadership in AI
8
International AI Doctoral Academy (IAIDA)
• a dense programme of internships, secondments and
collaborative PhD programmes
• establish links that will extend even beyond media, to
all aspects of European AI research
• build long-term links between academia and industry
Cascade Funding Programme
• focus on SMEs (media sector, creative industries)
• speed up the uptake of cutting edge R&D
(experimentation)
• quick transfer to the market (new business models and
deployment)
• access to talent from IAIDA
Education and tech transfer in AI4Media
AI4Media - European Leadership in Human-Centred Trustworthy AI session

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AI4Media - European Leadership in Human-Centred Trustworthy AI session

  • 1. 1 European Leadership in Human- Centred Trustworthy AI Yiannis Kompatsiaris, CERTH - ITI 12th European Innovation Summit, December 11th, 2020
  • 2. AI4Media: Artificial Intelligence for the Society and the Media Industry Delivering the next generation of core AI advances to serve the key sector of Media 2
  • 4. 4 Media • Information and communication production and delivery • News and journalism • Social Media • Entertainment, film production • Arts and creativity Society and Democracy • Economic value • Societal values and opinions towards a democratic society • If things go wrong, polarization and crises (e.g. fake news, deepfakes) Media, Society and Democracy
  • 5. Manipulation and synthetic content detection 5 DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection • Easy way to identify manipulated media without any expertise • Mitigate the spread of disinformation and fake news, prevent frauds • Future challenges: • sophisticated online bots + synthetic content • from fake news to fake humans
  • 6. 6 • Continue supporting R&D • Great progress in AI but we are not there yet • Cannot be leaders if we follow advances happening elsewhere • Balance between fundamental aspects and problem/application-driven specific/targeted research • Balance between small-scale and large-scale efforts (e.g. lighthouse vs collaborative projects) • ΑΙ and data • Openness and availability • Industry-relevant effective datasets • Transforming data assets (e.g. media archives) to useful datasets • Ensure quality and fairness Leadership in AI
  • 7. 7 • Mainstream Education About AI • For European Business - and for the Public • Enhance AI uptake and AI effectiveness/acceptance • Society-centred AI: challenges of AI at the group level • Mitigate biases and beyond, detect faster discrimination and fundamental rights issues • AI in creating new forms of inequality: uneven distribution of AI systems, know how, impact on certain groups, “'leave no one behind’. • Tech and human aspects integration, how AI is used and consumed by their intended (and unintended) users. Transparency: people have the right to know what’s going on behind the scenes. Leadership in AI
  • 8. 8 International AI Doctoral Academy (IAIDA) • a dense programme of internships, secondments and collaborative PhD programmes • establish links that will extend even beyond media, to all aspects of European AI research • build long-term links between academia and industry Cascade Funding Programme • focus on SMEs (media sector, creative industries) • speed up the uptake of cutting edge R&D (experimentation) • quick transfer to the market (new business models and deployment) • access to talent from IAIDA Education and tech transfer in AI4Media