PROJECT SUMMARY

Critical Capabilities for Inclusive AI

Focus Areas: News & Media, Mobilities, Social Services, Health
Status: Active

Inclusive AI is related to, but distinct from Responsible AI and the ethical principles and governance frameworks currently in development. At base it involves ensuring that all members of society benefit from AI tools and ADM systems and can participate in their design or respond to their deployment. We see capabilities – machine and human – as central to how inclusive AI might be achieved.

While much of the research focus is currently targeting the features, functions and ‘use cases’ of LLMs and other AI model types, not enough emphasis is placed on the ‘human factors’ or the co-learning and socialisation taking place in real-world settings and among different groups using these tools and systems.

This project addresses the knowledge, skills and literacies – the critical capabilities – needed to achieve inclusive AI in Australia. It will work with research partners, consumers and communities to better understand the capabilities and resources needed to access and use AI tools including Generative AI. Central to the project is the AI Capabilities Lab, a platform and space to experiment, observe and evaluate the use of new AI tools with our industry partners and members of the public.

Through the AI capabilities Lab and participatory research methods, the project will build an evidence base about the shifting lines of expertise, knowledge and decision making in organisational and everyday life settings as people begin to use AI tools.

PROJECT OBJECTIVES

  • Develop a model of AI capability and literacy for AI inclusion, tested with key domain areas and target populations;
  • Generate empirical evidence about the way people and organisations are using AI tools, and their potential for alleviating or deepening digital inequalities;
  • Co-design resources with partner organisations and their communities and consumers to enhance inclusive AI literacy and capability and foster responsible forms of ‘social governance’ for AI use and ADM processes; and
  • Develop and test AI capability and usage metrics, test and evaluate AI tools and systems through user studies and explore meta-evaluation approaches for targeted AI tools and applications.

MORE INFORMATION

RESEARCHERS

ADM+S Chief Investigator Anthony McCosker

Prof Anthony McCosker

Project Co-Leader and Chief Investigator,
Swinburne University

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Distinguished Professor Julian Thomas

Prof Julian Thomas

Project Co-Leader and Chief Investigator,
RMIT University

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Kath Albury

Prof Kath Albury

Project Co-Leader and Associate Investigator,
Swinburne University

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ADM+S Associate Director Jean Burgess

Prof Jean Burgess

Chief Investigator,
QUT

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Paul Henman headshot

Prof Paul Henman

Chief Investigator,
The University of Queensland

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Profile image of Jackie Leah Scully

Prof Jackie Leach Scully

Chief Investigator,
UNSW

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Deborah Lupton

Prof Deborah Lupton

Chief Investigator,
QUT

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Haiqing Yu

Prof Haiqing Yu

Chief Investigator,
RMIT University

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Danula Hettiachchi

Dr Danula Hettiachchi

Associate Investigator,
RMIT University

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James Meese

Assoc Prof James Meese

Associate Investigator,
RMIT University

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ADM+S Associate Investigator Jenny Kennedy

Assoc Prof Jenny Kennedy

Associate Investigator,
RMIT University

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Sharon Parkinson

Assoc Prof Sharon Parkinson

Associate Investigator,
Swinburne University

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Dr Damiano Spina

Dr Daminao Spina

Associate Investigator,
RMIT University

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Rowan Wilken

Assoc Prof Rowan Wilken

Associate Investigator,
RMIT University

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ADM+S Investigator Julia Stoyanovich

Assoc Prof Julia Stoyanovich

Partner Investigator,
New York University

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Daniel Featherstone

Dr Daniel Featherstone

Research Fellow,
RMIT University

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Awais Hameed Khan profile image

Dr Awais Hameed Khan

Research Fellow,
The University of Queensland

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Yong-Bin Kang

Dr Yong-Bin Kang

Research Fellow,
Swinburne University

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Amanda Lawrence

Dr Amanda Lawrence

Affiliate,
RMIT University

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TJ Thomson

Dr TJ Thomson

Affiliate,
RMIT University

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Xiaofang Yao

Dr Xiaofang Yao

Afilliate,
Federation University

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PARTNERS

ABC logo

Australian
Broadcasting
Corporation

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Australian Red Cross Logo

Australian
Red Cross

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Telstra

Telstra

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NYU Ultra Violet Logo

Centre for Responsible AI
New York University

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