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Empowering And Connecting The Responsible AI Ecosystem

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Upcoming Events
Upcoming Event
calendar Tuesday, 28 Apr 2026
clock 12:00 pm - 1:00 pm (GMT)

(Webinar) RAi Collaboration Grant Series: Responsible AI Skills

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Upcoming Event
calendar Monday, 8 Jun 2026
clock 2:00 pm - 3:00 pm (GMT)

(Webinar) RAi UK Spotlight: Impact in Action

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Upcoming Event
calendar Thursday, 18 Jun 2026
clock 11:00 am - 12:00 pm (GMT)

(Webinar) RAi UK Spotlight: Strategy Update

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RAi Vision and Mission

Responsible AI UK is a research and innovation programme focused on addressing the most pressing challenges for the UK and the global community. We draw from our multi-disciplinary research programme to deliver novel frameworks, tools, and policy advice for the development and deployment of safe and responsible AI so that it benefits everyone in society.

Our Mission

RAi UK brings together researchers from across the four nations of the UK to understand how we should shape the development of AI to benefit people, communities and society.

It is an open, multidisciplinary network, drawing on a wide range of academic disciplines. This stems from our conviction that developing responsible AI will require…

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Projects

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badge_icon Science, Innovation and Technology

RAKE: Responsible Innovation Advantage in Knowledge Exchange

Conducting research and innovation using Responsible Innovation (RI) involves collaboration with stakeholders; anticipatory governance; the consideration of impacts on people and the environment; reflection; and response. The inclusion of RI principles is therefore central to ‘responsible’ artificial intelligence, but RI training and interdisciplinary practices need to be developed if they…

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badge_icon Governance, Regulation and Policy

AI Equality by Design, Deliberation and Oversight

This project will develop the theoretical foundations of ‘equality-by-design, deliberation and oversight’ (EbD) approaches to AI governance, striving to embed that knowledge into AI-standards by (1) representing European equality defenders in European AI standard-setting by CEN/CENELEC (2) empowering and equipping public equality defenders and other social stakeholders with the knowledge…

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badge_icon Science, Innovation and Technology

RAISE: Responsible Generative AI for SMEs in UK and Africa

Building on insights developed across several ethical AI projects, notably the EU-funded projects SHERPA, and SIENNA, this work provides actionable guidance to small and medium-sized enterprises (SMEs) on how generative AI systems can be developed and used responsibly. By working with our SME partner Trilateral Research, (using the ‘with SMEs,…

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badge_icon Cultural and Creative Industries

Amplify: Empowering Underserved Voices in Spoken Language Interaction

Speech is the richest, most precious form of human communication. But speech-based interactive systems are currently available for only a small fraction of the world’s languages. Consequently, hundreds of millions of people are being excluded globally. For the past three years we have worked with under-served “low-resource” language communities to…

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badge_icon Health and Wellbeing

AEGIS: Automated Empathy‚ Globalising International Standards, Japan and Ethically Aligned Regions

Project AEGIS is a collaborative research initiative. Its high-level goal is to define a truly global ethical standard for AI systems that emulate empathy. These systems involve the ability of AI systems to detect, model, and respond to human emotional, intentional and other psychological states in ways that mimic empathic behaviour,…

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badge_icon Education

SAGE-RAI: Smart Assessment and Guided Education with Responsible AI

Can responsible Generative AI (GenAI) lead to improved student outcomes? SAGE-RAI investigated this critical question through a partnership between The Open University's Knowledge Media Institute (KMi) and the Open Data Institute (ODI), developing and evaluating an AI Digital Assistant to enhance personalised learning at scale. Motivated by Bloom's 1984 study…

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badge_icon Defence and Security

AIPAS: AI Accountability in Policing and Security

The challenge for Law Enforcement Agencies (LEAs) is balancing the significant opportunities AI presents for the safeguarding of society with the societal concerns and expectation about its responsible use. Accountability is at the core of UK Government efforts to ensure responsible AI use. Accountability, however, is highly abstract. AIPAS addresses…

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badge_icon Science, Innovation and Technology

Harnessing AI to Enhance Electoral Oversight

For democratic elections to be trusted they must be free and fair. To ensure this, democracies across the world establish regulators and management bodies to oversee electoral activity. However, we know that these bodies often operate on a limited budget with limited personnel. They have also been slow to adapt…

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badge_icon Health and Wellbeing

The Human Role to Guarantee an Ethical AI for Healthcare

This project set out to address the urgent and complex question of how to embed ethical principles into the development and deployment of artificial intelligence (AI) in healthcare. Its first major achievement was the organisation of two of the UK’s earliest dedicated conferences on this topic: A Roadmap for Ethical…

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badge_icon Governance, Regulation and Policy

Transparency Regulation Toolkits for Responsible Artificial Intelligence

The United Kingdom and European Union are creating new regulations for AI transparency; drafting and implementing laws that will require bodies to communicate when they are using AI, and how they are using it. However, the exact meaning of ‘AI transparency’ is contestable, so implementing these rules requires interpretation. This…

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badge_icon Health and Wellbeing

DOMINOS: Disruption Mitigation for Responsible AI

In today’s dynamic landscape, AI applications across critical sectors face continual disruptions, spanning from environmental shifts to human errors and adversities. To effectively navigate these challenges, AI solutions must demonstrate adaptability and responsibility, aligning with the diverse social, legal, ethical, empathetic, and cultural norms of stakeholders (SLEEC). The DOMINOS international…

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badge_icon Governance, Regulation and Policy

AI Regulation Assurance in Safety-Critical Systems

Safety-critical systems that use artificial intelligence (AI)can pose a variety of challenges and opportunities. This class of AI systems especially come with the risk of real consequential harms. With a cross-border approach spanning the UK, US, and Australia, our team aims to thoroughly investigate AI safety risks for technologies within…

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badge_icon Education

For the FATES of Africa: A Co-Developed Pipeline for Responsible AI in Online Learning Across Africa

The project focuses attention on a population that is vast on a global scale, yet is often left behind: namely, online learners in Sub-Saharan Africa (SSA). The FATES of Africa International Partnership set out to develop a ‘how-to’ pipeline for protecting and championing responsible AI among SSA online learners: from…

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badge_icon Science, Innovation and Technology

TAS Hub & Good Systems Strategic Partnership

This project involved a series of activities to nurture an international community around Responsible AI. The project was built around the existing strong relationship between TAS Hub in the UK, and Good Systems in the US; two centres of excellence in responsible and trustworthy AI and autonomous systems. Activities were organised to bring members of the two centres together, whilst also encouraging…

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badge_icon Health and Wellbeing

RAI4MH: Exploring Fairness and Bias of Multimodal Natural Language Processing for Mental Health

The Responsible AI for Mental Health (RAI4MH) project was a collaboration between the University of Southampton and Northeastern University’s Institute for Experiential AI. Its aim was to open up debate on how artificial intelligence should be used in mental health, bringing together perspectives from research, clinical practice, policy, industry, and…

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badge_icon Transport

Understanding Robot Autonomy in Public

In recent years, robots deployed in public settings like autonomous delivery bots and shuttles have been operating services in towns and cities worldwide. The main purpose of this project was to develop an understanding of how people in public places respond to robots that are operating alongside them. A secondary interest was in how others associated with these robots (e.g., operators or vendors) worked with them. To this end we examined…

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badge_icon Cultural and Creative Industries

Music RAI: Responsible AI International Community to Reduce Bias in AI Music Generation and Analysis

This project aimed to establish an international community dedicated to address Responsible AI challenges, specifically addressing bias in AI music generation and analysis. The prevalent dependence on large training datasets in deep learning often results in AI models biased towards Western classical and pop music, marginalising other genres. The project…

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badge_icon Governance, Regulation and Policy

Responsible AI Networks for Industries and Governments in Developing Countries (Latin America)

This project aims to establish a global network to advocate for the responsible use of Artificial Intelligence in Latin America. This network will explore and share best practices and experiences in designing safeguard measures and regulations for the responsible use of AI in governments and industries in developing countries. A…

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badge_icon Science, Innovation and Technology

Responsible and Trustworthy AI: Economic Landscape Analysis

Through a combination of broad landscape mapping and focused examples, this project sought to gain insights into how the uptake of responsible AI can be in incentivised through structures, business models and regulatory frameworks, and to better understand how responsible AI can drive productivity and ensure the technologies are deployed…

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badge_icon Science, Innovation and Technology

Public Voices in AI

A central aspect of responsible AI is ensuring that it takes account of public hopes, concerns and experiences. As concern about the societal impacts of AI grows and pressure for its effective regulation mounts, understanding and anticipating societal needs and values can inform responsible AI developments and deployments. Yet public…

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badge_icon Education

AI in Secondary Schools: Resource Development and Teacher Professional Learning

Recent advances in AI may catalyse a transformation in education. Current generative AI (GenAI) tools are powerful, yet brittle. They can act as useful learning companions, but they are unreliable, often biased and potentially misleading. There is an urgent need to develop critical AI literacy in learners, and to support…

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badge_icon Education

Misinformation/Disinformation and Generative AI: Building Young Refugees’ Skills and Capacities

Refugees and asylum-seekers are disproportionately impacted by AI propagated misinformation/ disinformation. Young refugees and asylum-seekers (YRAS) are ideal actors to upskill in this area as they already take on the role of technology educators within their communities. The project will leverage YRAS as educators and equip them with knowledge, skills…

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badge_icon Governance, Regulation and Policy

Ways of [Machine] Seeing: Towards a new visual literacy in AI

How does image-based AI challenge existing approaches to the teaching of visual creativity? New digital tools such as Generative AI are easily adopted by young people through everyday media, but there is little or no formal guidance on how to use these technologies safely or responsibly. Our research aims to…

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badge_icon Health and Wellbeing

BrainHealthX: Responsible AI-guided solution for early dementia prediction

Dementia is stealing the lives of >55 million people worldwide, with huge societal cost (>$1 trillion p.a.). Despite >$56 billion R&D spend over 30 years, we lack sensitive diagnostics at early stages, when interventions may work best. We co-created—with healthcare partners, clinicians and the public—a responsible, multimodal AI tool (BrainHealthx,…

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badge_icon Science, Innovation and Technology

OPTIcut On route to Market

OPTIcut is an innovative computational intelligence system that revolutionises banana processing by optimising cutting strategies and reducing fruit waste. Developed through extensive collaboration with key stakeholders, including CORBANA, OPTIcut directly addresses inefficiencies inherent in traditional manual methods, resulting in waste reductions of 5-10% and substantial profitability gains. Independent field trials,…

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badge_icon Governance, Regulation and Policy

AI, Law and Legal Training (AILLT)

This project brings together a multidisciplinary team to co-produce research informed resources that will enhance knowledge and awareness of, and confidence in the use of GenAI for understanding legal processes and accessing legal information. By explaining GenAI, its application, implications, and ethical use in legal contexts, the project activities will…

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badge_icon Education

Exploring AI: From Picture Books to Epic Games

The team aim to enhance AI literacy and public awareness of responsible AI by developing two educational resources. The first is an A-to-Z picture book aimed at KS1 and KS2 children, introducing core AI concepts through engaging illustrations and age-appropriate text to foster early engagement. The second resource is a…

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badge_icon Education

Generative Artificial Intelligence Skills in Schools (GenAISiS)

Partnering with secondary school students, the team will explore the responsible use of Generative AI (GenAI) in their co-creation of open educational resources, articulating student voice and enacting student experience via fictitious characters and cartoons. The project outcomes will also recognise and empower school librarians as key agents in fostering…

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badge_icon Defence and Security

PROBabLE Futures: Probabilistic AI Systems in Law Enforcement Futures

Probabilistic systems supported by AI, such as facial recognition, predictive tools, large language models (LLMs) and network analysis are being introduced at pace into law enforcement. Whilst these systems offer potential benefits, decision-making based on ‘Probabilistic AI’ has serious implications for individuals. The key problem for responsible AI is that the uncertain or probable nature…

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badge_icon Governance, Regulation and Policy

PHAWM: Participatory Harm Auditing Workbenches and Methodologies

A significant barrier to reaping the benefits of AI is their unassessed potential for harms. Hence, AI auditing is imperative but it has been haphazard, unsystematic, and left solely in the hands of experts. Our project aims to fix this challenge through participatory AI auditing where diverse stakeholders without an…

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badge_icon Science, Innovation and Technology

AdSoLve: Addressing Socio-technical Limitations of LLMs for Medical and Social Computing

Large Language Models (LLMs), like those used in ChatGPT and virtual assistants, are cutting-edge artificial intelligence algorithms trained on massive amounts of text data. They can generate human-like text as well as creative content, translate across languages, and answer questions in an informative way. However they have known technical limitations…

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badge_icon Education

Generative Artificial Intelligence Skills in Schools: Teaching, Reaching and Activating – Instructors Network (GenAISiS T.R.A.I.N.)

This project builds upon a successful research initiative, Generative Artificial Intelligence Skills in Schools, which engaged school pupils in the co-creation of animated cartoon stories and an open educational toolkit on ethical AI use, privacy awareness, information and digital literacy, critical thinking and responsible communication. GenAiSiS T.R.A.I.N aims to demonstrate…

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badge_icon Governance, Regulation and Policy

Trustworthy AI for All

Trustworthy AI for All is a targeted three-month collaboration to design and validate a practical framework for national-level decision-making across the entire AI value chain that ranges from raw materials and semiconductor fabrication to infrastructure, models, applications, and governance. The project will analyse how countries with varying technological and institutional…

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badge_icon Science, Innovation and Technology

Measuring what matters: Scoping dimensions of measurement for responsible AI in the public sector

AI is becoming increasingly common in the public sector, but assessing the costs and benefits of AI applications frequently relies on technical and efficiency measures that do little to capture public values or the complexity of public service delivery. This project establishes a new cross-sector collaboration to investigate what matters…

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badge_icon Health and Wellbeing

Responsible Evaluation of Ambient Voice Technologies for Clinical Documentation in NHS Care

This collaboration evaluates how ambient voice technologies (AVT) are implemented in NHS clinical settings and what organisational costs and benefits they generate. It exploits the opportunity coming out of an ongoing project enabling access to clinical data with ethical approvals already in place. Working with South Warwickshire University NHS Foundation…

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badge_icon Science, Innovation and Technology

Cross-Cultural Evaluation of Bias–mitigating Social Robots in Managing Robot Moderated Human–human Interactions

This project extends a collaboration between Swansea and Kyoto Universities, initiated with support from the Japan Society for the Promotion of Science (JSPS). It examines the potential for bias management in social robots. To date, we have developed a novel autonomous, multi-agent robot that detects and mitigates dominance bias in…

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badge_icon Science, Innovation and Technology

Strengthening Governance and Practice for Responsible Geospatial AI

Geospatial AI has rapidly advanced through foundation models such as the NASA–IBM Geospatial Foundation Model and the growing availability of open satellite, crowdsourced and street-level imagery. These technologies enable applications from land-use mapping to disaster response and mobility analysis, but also raise concerns about privacy, bias, governance and ethical deployment.…

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badge_icon Governance, Regulation and Policy, Education

Assessing the Impact of Artificial Intelligence on the Gender Pay Gap

Gender inequality remains a persistent structural feature of the labour market, shaping women’s lifetime earnings and economic security. As artificial intelligence (AI) transforms organisational practices, there is a risk that existing disparities may be unintentionally amplified, whether through task automation, unequal access to upskilling opportunities, or bias in algorithmic decision-making.…

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badge_icon Governance, Regulation and Policy

A Collaborative Approach to Assessing the Challenges of AI-Driven Harms

Amidst a rapid proliferation of synthetic image- and video-based content in online ecosystems, our research addresses urgent gaps in understanding AI-driven harms by examining real-world cases of extremist visual content and evaluating existing AI-powered moderation solutions. This project seeks to document how generative AI enables and accelerates visual hate speech;…

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badge_icon Science, Innovation and Technology

Privacy-Preserving Governance and Ethical Assurance Framework for Decentralised Agentic AI in Pre-Litigation Analysis

This project explores how zero-knowledge proofs (ZKPs) can strengthen trust, fairness, and accountability in the use of Artificial Intelligence (AI) within judicial and pre-litigation settings. Working with universities, legal experts, and industry partners, we will examine how ZKPs can verify that AI systems behave fairly without exposing sensitive data or…

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badge_icon Education

Gaming Ethics Across Borders: Exploring Responsible AI Through Play

This project uses a large, role-playing “megagame” to explore how people understand and trust AI. Building on a previous RAi UK project, researchers in the UK and Australia will run linked game workshops where participants must make decisions using AI-driven information. The team will analyse how players talk about fairness,…

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badge_icon Education

Integrating Playful AI Literacy Learning Activities in Schools through Third-sector and Public-sector Organisations

In collaboration with third/public-sector actors, we will run public events engaging schoolchildren and their teachers in playful AI and Media learning activities we have co-designed for young people. The public events will enable us to explore the transferability of the activities to programmes third/public-sector organisations run to support schools. We…

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Research

Our approach to responsible AI research is led by consortia, addresses fundamental challenges...

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Skills

The RAi UK Skills Programme is dedicated to fostering, supporting and scaling the impact...

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Enterprise

We aim to accelerate the transfer of new learning into products and services that will ensure the...

Latest Reports 02

& Blogs 29

Reports

ANNUAL REPORT 2024-25

As we reflect on 2024-25, we are immensely proud of the collective strides made in advancing responsible AI. This year has been defined by a concerted effort to translate our research vision into tangible, real-world impact, directly addressing the priorities and objectives we set out for each of our core pillars in the previous report.

Professor Sarvapali (Gopal) Ramchurn FIET

CEO, RAi UK

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Reports

ANNUAL REPORT 2023-24

Vision to Reality : Responsible AI UK

“The AI landscape is changing rapidly, with new challenges emerging in a range of sectors, within government, industry and for society. RAi UK aims to be the trusted voice that they turn to for advice on how to develop and integrate AI into their processes, products, and daily lives to ensureAI is responsibly deployed and governed.”

Professor Sarvapali (Gopal) Ramchurn FIET

Chief Executive Officer (CEO)

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  • Are AI researchers concerned about the existential threat of AI?
    Thursday, 11 December 2025

    Are AI researchers concerned about the existential threat of AI?

    Are AI researchers concerned about the existential threat of AI? Our survey suggests not Ananya Karanam, University College London Introduction:...

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  • RRI and EDI into practice at RAi UK All Hands Meeting
    Friday, 28 November 2025

    RRI and EDI into practice at RAi UK All Hands Meeting

    RRI and EDI into practice: Lessons from Experience As part of the RAi UK all hands meeting held in Manchester...

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  • Embedding inclusion in events on Responsible AI for Mental Health (RAI4MH)
    Tuesday, 21 October 2025

    Embedding inclusion in events on Responsible AI for Mental Health (RAI4MH)

    Embedding inclusion in events on Responsible AI for Mental Health (RAI4MH) by Rafael Mestre (project lead), University of Southampton When...

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  • DOMINOS: Disruption Mitigation for ResponsibleAI
    Monday, 29 September 2025

    DOMINOS: Disruption Mitigation for ResponsibleAI

    DOMINOS: Disruption Mitigation for Responsible AI by Radu Calinescu, project lead (University of York); Lina Marsso (University of Toronto’s Schwartz...

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  • Connecting people with Ai in healthcare through ethical and inclusive conversations
    Thursday, 31 July 2025

    Connecting people with Ai in healthcare through ethical and inclusive conversations

    Connecting people with AI in healthcare through ethical and inclusive conversations by Dr Raquel Iniesta (project lead), Kings College of...

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  • MusicRAI: Responsible AI international community to reduce bias in AI music generation and analysis
    Thursday, 17 July 2025

    MusicRAI: Responsible AI international community to reduce bias in AI music generation and analysis

    MusicRAI: Responsible AI international community to reduce bias in AI music generation and analysis by Prof. N. Bryan-Kinns, Creative Computing...

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  • Harnessing AI to enhance electoral oversight
    Friday, 4 July 2025

    Harnessing AI to enhance electoral oversight

    Harnessing AI to enhance electoral oversight by Dr Sam Power (PI), University of Bristol     We consider Equality, Diversity...

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  • Transport, Trust & Technology: Transport AI Action Plan
    Monday, 30 June 2025

    Transport, Trust & Technology: Transport AI Action Plan

    Transport, Trust & Technology: Transport AI Action Plan by Kavita Mittal, University of Southampton Earlier this month, the UK Department...

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  • AI Regulation Assurance for Safety-Critical Systems
    Monday, 23 June 2025

    AI Regulation Assurance for Safety-Critical Systems

    AI Regulation Assurance for Safety-Critical Systems by Jennifer Williams (project lead), University of Southampton Project workshop held on 11th June...

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  • Responsible AI in global perspective
    Thursday, 29 May 2025

    Responsible AI in global perspective

    Responsible AI in global perspective by Helena Webb, University of Nottingham Workshop panellists (from left to right): Samuel Baker, Gisela...

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  • Understanding Robot Autonomy in Public
    Wednesday, 28 May 2025

    Understanding Robot Autonomy in Public

    Understanding Robot Autonomy in Public  by Dr Stuart Reeves, University of Nottingham    In our RAi UK International Partnerships project...

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  • RAi UK Research Showcase at CHI 2025
    Friday, 23 May 2025

    RAi UK Research Showcase at CHI 2025

    Guest post by Kath Jones, Northumbria University The ACM (Association for Computing Machinery) CHI conference on Human Factors in Computing...

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  • Embedding EDI and RRI in AI Governance: Lessons from a Collaborative Toolkit Project
    Monday, 12 May 2025

    Embedding EDI and RRI in AI Governance: Lessons from a Collaborative Toolkit Project

    Embedding EDI and RRI in AI Governance: Lessons from a Collaborative Toolkit Project by Peter Winter and John Downer (University...

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  • Reflecting on RAi UK Impact Accelerator project’s Responsible Research and Innovation (RRI) and Equality Diversity and Inclusion (EDI) blogs
    Friday, 25 April 2025

    Reflecting on RAi UK Impact Accelerator project’s Responsible Research and Innovation (RRI) and Equality Diversity and Inclusion (EDI) blogs

    Reflecting on RAi UK Impact Accelerator project’s Responsible Research and Innovation (RRI) and Equality Diversity and Inclusion (EDI) blogs by...

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  • Amplify: Empowering Underserved Voices in Spoken Language Interaction
    Wednesday, 9 April 2025

    Amplify: Empowering Underserved Voices in Spoken Language Interaction

    Amplify: Empowering Underserved Voices in Spoken Language Interaction by Simon Robinson, Thomas Reitmaier, Jennifer Pearson The Amplify project is focused on expanding...

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  • Four things to look for when choosing your next Responsible AI training
    Thursday, 20 February 2025

    Four things to look for when choosing your next Responsible AI training

    Four things to look for when choosing your next Responsible AI training Contributing authors in alphabetical order: Abbott, Y Pamela;...

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  • Applying RRI Principles within the AI Equality by Design, Deliberation and Oversight.
    Friday, 24 January 2025

    Applying RRI Principles within the AI Equality by Design, Deliberation and Oversight.

    Applying RRI Principles within the AI Equality by Design, Deliberation and Oversight.   written by: Dr. James MacLaren (Operations Lead...

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  • Responsible Innovation into action: RAKE engagement with the business sector
    Monday, 13 January 2025

    Responsible Innovation into action: RAKE engagement with the business sector

    Responsible Innovation into action: RAKE engagement with the business sector By Prof Rob Procter (University of Warwick) and Dr Virginia...

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  • Learner perceptions with AI tutors
    Thursday, 19 December 2024

    Learner perceptions with AI tutors

    Learner perceptions with AI tutors by Aisling Third The SAGE-RAI project , by the Open University’s Knowledge Media Institute and...

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  • Automating Empathy, Globalising International Standards
    Friday, 13 December 2024

    Automating Empathy, Globalising International Standards

    Automating Empathy, Globalising International Standards by Project AEGIS/ Alexander Laffer, Lecturer in Media and Communication, University of Winchester   How...

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  • AI Accountability in Policing and Security (AIPAS) – Whose accountability is it anyway?
    Thursday, 5 December 2024

    AI Accountability in Policing and Security (AIPAS) – Whose accountability is it anyway?

    AI Accountability in Policing and Security (AIPAS) - Whose accountability is it anyway? Prof P. Saskia Bayerl, CENTRIC AIPAS’s main...

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  • The Ethics of Emulated Empathy: Considering the Significance of Anthropic and Hume’s Collaboration
    Monday, 2 December 2024

    The Ethics of Emulated Empathy: Considering the Significance of Anthropic and Hume’s Collaboration

    Guest post by Andrew McStay and Vian Bakir Why This Collaboration Matters Recent months have seen collaboration between Anthropic and...

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  • A Roadmap for an Ethical AI in Healthcare
    Wednesday, 27 November 2024

    A Roadmap for an Ethical AI in Healthcare

    A Roadmap for an Ethical AI in Healthcare   [caption id="attachment_3526" align="alignnone" width="640"] Panellists on stage at the A Roadmap...

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  • Responsible Generative AI for SMEs in the UK and Africa (RAISE) Impact Accelerator project- RRI and EDI Practice
    Thursday, 21 November 2024

    Responsible Generative AI for SMEs in the UK and Africa (RAISE) Impact Accelerator project- RRI and EDI Practice

    Responsible Generative AI for SMEs in the UK and Africa (RAISE) Impact Accelerator project- RRI and EDI Practice. 21st November 2024...

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  • Listening to EdTech users – RAi FATES of Africa
    Tuesday, 19 November 2024

    Listening to EdTech users – RAi FATES of Africa

    Listening to EdTech users - RAi FATES of Africa by Tim O’Riordan Dr Nora McIntyre leads a community workshop in...

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  • Inclusivity and epistemology in AI
    Wednesday, 6 November 2024

    Inclusivity and epistemology in AI

    Inclusivity and epistemology in AI   The recent news of the Garrick Club – one of the oldest and most...

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  • Decolonising AI: What, Why and How?
    Tuesday, 29 October 2024

    Decolonising AI: What, Why and How?

    Decolonising AI: What, Why and How? By Damian Eke and Gisela Reyes Cruz The Artificial intelligence (AI)’s design, development, deployment,...

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  • A facilitated residential approach: coalescing collaborative research projects for Health Equity in AI Decisions (HEAD) Residency 2024
    Wednesday, 14 August 2024

    A facilitated residential approach: coalescing collaborative research projects for Health Equity in AI Decisions (HEAD) Residency 2024

    The HEAD Residency 2024 forms an element of the TAS Hub and Good Systems Strategic Partnership (an RAi UK International Partnership...

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  • First Town Hall
    Tuesday, 27 June 2023

    First Town Hall

    The first UKRI Responsible AI UK town hall event was held on 26th June, with around one hundred people joining...

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Publications 264

07 Apr
Elaxir cards

Elaxir cards

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07 Apr
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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07 Apr
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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07 Apr
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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07 Apr
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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07 Apr
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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07 Apr
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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07 Apr
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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16 Feb
Empowering Affected Individuals to Shape AI Fairness Assessments: Processes,...

Empowering Affected Individuals to Shape AI Fairness Assessments: Processes,...

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30 Mar
Who Benefits from RAG? The Role of Exposure, Utility...

Who Benefits from RAG? The Role of Exposure, Utility...

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30 Mar
Clinical Summaries of Social Media Timelines for Mental Health...

Clinical Summaries of Social Media Timelines for Mental Health...

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30 Mar
Resisting Humanization: Ethical Front-End Design Choices in AI for...

Resisting Humanization: Ethical Front-End Design Choices in AI for...

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30 Mar
Bringing experiments down to earth

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XFMamba: Cross-Fusion Mamba for Multi-view Medical Image Classification

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01 Sep
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29 Aug
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Theatre in the Loop: A Rehearsal-Based, Collaborative Workflow for...

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APOLLO: An Open Platform for LLM-Based Multi-agent Interaction Research

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Soft law for unintentional empathy: addressing the governance gap...

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Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness...

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28 Jul
Adversarial defence without adversarial defence: instance-level principal component removal...

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Assessing the Reasoning Capabilities of LLMs in the context...

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28 Jul
VLM-Guided Visual Place Recognition for Planet-Scale Geo-Localization

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02 Jan
On manipulation by emotional AI: UK adults’ views and...

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21 Jul
Soft law for unintentional empathy: addressing the governance gap...

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16 Jul
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14 Jul
Playing with Telepresence Robots for Design Speculation

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10 Jul
Exploiting Peer Trust and Semantic Similarities in the Assignment...

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06 Jul
Safe and Socially Aware Multi-Robot Coordination in Multi-Human Social...

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30 Jun
Leveraging small datasets for ethical and responsible AI music...

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30 Jun
Bringing People Into AI

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29 Jun
Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment...

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29 Jun
Participatory Harm Auditing of Generative AI in Cataloguing and...

Participatory Harm Auditing of Generative AI in Cataloguing and...

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27 Jun
Exploiting Peer Trust and Semantic Similarities in the Assignment Assessment Process

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27 Jun
Explainable AI for the Arts 3 (XAIxArts3)

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24 Jun
Exploiting Peer Trust and Semantic Similarities in the Assignment...

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02 Jan
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23 Jun
Developing an Action Plan for Rural Informatics

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03 Feb
TAME Pain: Trustworthy AssessMEnt of Pain from Speech and...

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02 Jan
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19 Jun
The Ethics of Data and Its Governance: A Discourse...

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19 Jun
Quantum computing in surgery and urology — taking a...

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16 Jun
Emulated Empathy: Can Risks Be Countered by a Soft-Law...

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Engineering Safe and Trustworthy AI: The Participatory Harm Auditing...

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10 Jun
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Quantifying Query Fairness Under Unawareness

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Acceptability, Acceptance and Adoption of Telepresence Robots in Museums:...

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Resisting AI Solutionism: Where Do We Go From Here?

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Please Follow Me to the Next Stop: A Case...

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Objection Overruled! Lay People can Distinguish Large Language Models...

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XAIxArts Manifesto: Explainable AI for the Arts

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Work Hard, Play Harder: Intense Games Enable Recovery from...

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02 Jun
Contesting Control with Automation in Technology-Mediated Interactions

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KaraokAI: Exploring the Potential of AI-Generated Karaoke for Academic...

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Supporting digital resilience: Embedding ‘Maddie is Online’ in SCPHN...

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A registry-based modified IDEAL stage 2b evaluation of urological...

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AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims...

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Research Into Digital Health Intervention for Mental Health: 25-Year...

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27 May
IEEE Standard for Ethical Considerations in Emulated Empathy in...

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27 May
Ethics and Empathy-Based Human-AI Partnering: Exploring the Extent to...

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27 May
Virtual, augmented, mixed, and extended reality interventions in healthcare:...

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27 May
Toolkit for specification, validation and verification of social, legal,...

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27 May
The Routledge handbook of AI and literature

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27 May
TempoFormer: A Transformer for Temporally-aware Representations in Change Detection

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27 May
Ethical Alignment in Citizen-Centric AI

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27 May
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule...

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27 May
Is Deception in Emulated Empathy Innately Bad?

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27 May
Fair Exposure Allocation Using Generative Query Expansion

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27 May
Beyond Video-Conferencing: Telepresence Technologies for Extending Expertise Reach and...

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Assuring Inclusive AI: Reviewing Evidence as a Call to...

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27 May
A Systematic Literature Review of Artificial Intelligence (AI) Transparency...

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27 May
TAT-VPR: Ternary Adaptive Transformer for Dynamic and Efficient Visual...

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23 May
Addressing global inequities in surgery with the FAIR and...

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23 May
LoViT: Long Video Transformer for surgical phase recognition

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23 May
Promising efficacy of UTI vaccines as an alternative to...

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23 May
Leveraging data science and AI to democratize global surgical...

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23 May
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23 May
Reduction of surgical complications via 3D models during robotic...

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23 May
AI solutions for overcoming delays in telesurgery and telementoring...

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23 May
At the cutting edge: the potential of autonomous surgery...

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23 May
Environmental sustainability in urologic practices: a systematic review

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23 May
Insights into Training Standards for Robot-assisted Surgery and Endourology:...

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The IDEAL framework for surgical robotics: development, comparative evaluation...

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23 May
Reporting guideline for the early-stage clinical evaluation of decision...

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23 May
Early clinical evaluation of the Hugo robotic-assisted surgery (RAS)...

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A 360° multidisciplinary appraisal of novel surgical technologies –...

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Making Sense of Public Space for Robot Design

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AI for Defence: Readiness, Resilience and Mental Health

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25 Apr
On Motion Blur and Deblurring in Visual Place Recognition

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Dancing with a Robot: An Experimental Study of Child-Robot...

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How Artists Improvise and Provoke Robotics

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UK National Survey on Attitudes to AI Companions: Aggregate...

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A Dataset for Expert Reviewer Recommendation with Large Language...

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Efficient Solutions For An Intriguing Failure of LLMs: Long...

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Locating the Ethics of ChatGPT—Ethical Issues as Affordances in...

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Adaptive XAI: Advancing Intelligent Interfaces for Tailored AI Explanations...

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Ethical aspects of artificial intelligence: what urologists need to...

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Leveraging data science and AI to democratize global surgical...

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Robots in Pain, Humans in Play: Soma as a...

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17 Jan
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Implementing responsible innovation: the role of the meso-level(s) between...

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“I Don’t Feel Like There’s Enough Awareness about the...

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Generating a Single Session Outcome Measure from Digital Mental...

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“It’s not just for the Past but it’s for...

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05 Dec
From Corporate Digital Responsibility to Responsible Digital Ecosystems

From Corporate Digital Responsibility to Responsible Digital Ecosystems

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05 Dec
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking

Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking

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05 Dec
Responsible Generative AI for SMEs in UK and Africa...

Responsible Generative AI for SMEs in UK and Africa...

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05 Dec
On the Impact of Calibration Data in Post-training Quantization...

On the Impact of Calibration Data in Post-training Quantization...

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05 Dec
Investigating Hallucinations in Pruned Large Language Models for Abstractive...

Investigating Hallucinations in Pruned Large Language Models for Abstractive...

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05 Dec
Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change...

Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change...

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05 Dec
Evaluating Synthetic Data Generation from User Generated Text

Evaluating Synthetic Data Generation from User Generated Text

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05 Dec
Ethics in the Governance of Data and Digital Technology:...

Ethics in the Governance of Data and Digital Technology:...

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05 Dec
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational...

Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational...

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05 Dec
Enabling industrial decarbonization through data-metrics guided interpretable machine learning

Enabling industrial decarbonization through data-metrics guided interpretable machine learning

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05 Dec
Combining Hierachical VAEs with LLMs for clinically meaningful timeline...

Combining Hierachical VAEs with LLMs for clinically meaningful timeline...

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05 Dec
Adaptive XAI: Towards Intelligent Interfaces for Tailored AI Explanations

Adaptive XAI: Towards Intelligent Interfaces for Tailored AI Explanations

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05 Dec
The hidden influence: exploring presence in human-synthetic interactions through...

The hidden influence: exploring presence in human-synthetic interactions through...

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05 Dec
Structured Pruning for Efficient Visual Place Recognition

Structured Pruning for Efficient Visual Place Recognition

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05 Dec
Sound Strategies for Safe Driving: Exploring Auditory Interventions to...

Sound Strategies for Safe Driving: Exploring Auditory Interventions to...

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05 Dec
Objection Overruled! Lay People can Distinguish Large Language Models...

Objection Overruled! Lay People can Distinguish Large Language Models...

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04 Dec
"Like rearranging deck chairs on the Titanic"? Feasibility, Fairness,...

"Like rearranging deck chairs on the Titanic"? Feasibility, Fairness,...

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05 Dec
Ethics and Empathy-Based Human-AI Partnering: Exploring the Extent to...

Ethics and Empathy-Based Human-AI Partnering: Exploring the Extent to...

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05 Dec
Design Space Exploration of Low-Bit Quantized Neural Networks for...

Design Space Exploration of Low-Bit Quantized Neural Networks for...

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05 Dec
Building Responsible AI for Mental Health: Insights from the...

Building Responsible AI for Mental Health: Insights from the...

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05 Dec
Aggregating Multiple Bio-Inspired Image Region Classifiers for Effective and...

Aggregating Multiple Bio-Inspired Image Region Classifiers for Effective and...

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05 Dec
Accuracy of training data and model outputs in Generative...

Accuracy of training data and model outputs in Generative...

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05 Dec
A Perspective on Literary Metaphor in the Context of...

A Perspective on Literary Metaphor in the Context of...

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05 Dec
A Perspective on Literary Metaphor in the Context of...

A Perspective on Literary Metaphor in the Context of...

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05 Dec
Urgently clarify how AI can be used in medicine...

Urgently clarify how AI can be used in medicine...

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05 Dec
The Rise of AI in Endourology and Robotic Surgery

The Rise of AI in Endourology and Robotic Surgery

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05 Dec
Normative Requirements Operationalization with Large Language Models

Normative Requirements Operationalization with Large Language Models

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05 Dec
Smart Assessment and Guided Education with Responsible AI

Smart Assessment and Guided Education with Responsible AI

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05 Dec
When is Deception OK? Developing the IEEE Recommended Practice...

When is Deception OK? Developing the IEEE Recommended Practice...

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05 Dec
Unveiling the decision making process in Alzheimer’s disease diagnosis:...

Unveiling the decision making process in Alzheimer’s disease diagnosis:...

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05 Dec
The Purr-suit of Happiness: A Tale of Three Kittens....

The Purr-suit of Happiness: A Tale of Three Kittens....

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05 Dec
The Effect of Predictive Formal Modelling at Runtime on...

The Effect of Predictive Formal Modelling at Runtime on...

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05 Dec
Technology for Environmental Policy: Exploring Perceptions, Values, and Trust...

Technology for Environmental Policy: Exploring Perceptions, Values, and Trust...

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05 Dec
Sound Strategies for Safe Driving: Exploring Auditory Interventions to...

Sound Strategies for Safe Driving: Exploring Auditory Interventions to...

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05 Dec
Reimagining the Design of Mobile Robotic Telepresence: Reflections from...

Reimagining the Design of Mobile Robotic Telepresence: Reflections from...

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05 Dec
Mapping Safe Zones for Co-located Human-UAV Interaction

Mapping Safe Zones for Co-located Human-UAV Interaction

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05 Dec
LOOM: a Privacy-Preserving Linguistic Observatory of Online Misinformation

LOOM: a Privacy-Preserving Linguistic Observatory of Online Misinformation

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05 Dec
Ethical Alignment in Citizen-Centric AI

Ethical Alignment in Citizen-Centric AI

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05 Dec
Ethical alignment in citizen-centric AI

Ethical alignment in citizen-centric AI

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05 Dec
An Interdependence Frame for (Semi) Autonomous Robots: The Case...

An Interdependence Frame for (Semi) Autonomous Robots: The Case...

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05 Dec
Africa, ChatGPT, and Generative AI Systems: Ethical Benefits, Concerns,...

Africa, ChatGPT, and Generative AI Systems: Ethical Benefits, Concerns,...

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05 Dec
A Survey of Lay People's Willingness to Generate Legal...

A Survey of Lay People's Willingness to Generate Legal...

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05 Dec
A Multimethod Analysis of US Perspectives towards Trustworthy Autonomous...

A Multimethod Analysis of US Perspectives towards Trustworthy Autonomous...

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Tuesday, 28 April 2026
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(Webinar) RAi Collaboration Grant Series: Responsible AI Skills

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(Webinar) RAi UK Spotlight: Impact in Action

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Thursday, 18 June 2026
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(Webinar) RAi UK Spotlight: Strategy Update

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Friday, 27 March 2026
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