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Transparency Regulation Toolkits for Responsible Artificial Intelligence

badge_icon Governance, Regulation and Policy
AI fairness
Education and skills
Regulation

Funding Stream:

International Partnership Logo International Partnership

Award Details

Project Team:

John Downer (Project lead), Peter Winter, Joshua Krook, Jan Blockx

Lead HEI:
University of Bristol
Project dates:
1 March 2025 - 31 July 2025
Geographical focus:
  • UK
  • EU
Partner HEIs
partner_logo
partner_logo

Summary

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. Our aim is to examine how data scientists are interpreting and implementing transparency rules in practice, and how they plan to in the future. We will create two legal and responsible innovation toolkits to help Small and Medium Sized Enterprises (SMEs) comply with AI transparency requirements.

Working with University of Antwerp, the European Digital SME Alliance, and the Digital Catapult.

Outputs and Outcomes

pdf_icon
Transparency Regulation Toolkit for Responsible AI. Version 1.1. March 2025

Krook J, Winter P, Blockx J, and Downer J, (2024) ‘Transparency Regulation Toolkit for Responsible AI,’ Responsible AI UK, International Partnership.

An interactive regulatory toolkit that provides UK and EU SMEs with practical and straightforward advice on developing, integrating and deploying transparent AI systems for the public.

pdf_icon
AI Transparency for SMEs. Legal, Ethical and Practical Considerations, v2.1, May 2025

This report is intended as a practical primer for SMEs aiming to improve their AI transparency but unsure how to do so effectively and efficiently. It clarifies essential concepts, highlights practical tools and resources, summarizes key legal and ethical guidelines, and offers concrete examples to implement transparency effectively. Throughout, we emphasize actionable insights and cost-effective strategies tailored specifically to SMEs and their resource constraints, offering insights into how they might better integrate transparency into their AI practices.

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Publications

Decoloniality impact assessment for AI

https://link.springer.com/10.1007/s00146-025-02649-4 (2025).

Tag(s): IA017 - RAISE, Science Innovation and Technology

Between Help and Harm: An Evaluation of Mental Health Crisis Handling by LLMs

http://arxiv.org/abs/2509.24857 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

An Old Challenge in the New Era: How the Public Sector Can Benefit from the Age of AI

https://www.productivity.ac.uk/research/an-old-challenge-in-the-new-era-how-the-public-sector-can-benefit-from-the-age-of-ai/

Tag(s): IO008 - Economic Landscape Analysis, Science Innovation and Technology

Decentralising LLM Alignment: A Case for Context, Pluralism, and Participation

http://arxiv.org/abs/2509.08858 (2025).

Tag(s): RAi UK Leadership

Advancing value‐based healthcare in urology to improve outcomes that matter to patients

https://bjui-journals.onlinelibrary.wiley.com/doi/10.1111/bju.16912 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Responsible and adaptive robots in care home settings: an implementation framework analysis of a workshop with public and professionals

https://www.frontiersin.org/articles/10.3389/frobt.2025.1610329/full (2025).

Tag(s): Coordinating Keystone, Health and Wellbeing

Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?

http://arxiv.org/abs/2508.19827 (2025).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Assessing the Geolocation Capabilities, Limitations and Societal Risks of Generative Vision-Language Models

http://arxiv.org/abs/2508.19967 (2025).

Tag(s): RAi UK Leadership

Beyond the Ivory Tower: Public Engagement, Class, and Access in Research

https://nottingham-repository.worktribe.com/output/49827337 (2025).

Tag(s): Cultural and Creative Industries

Theatre in the Loop: A Rehearsal-Based, Collaborative Workflow for Expressive Robotic Behaviours

http://arxiv.org/abs/2508.03514 (2025).

Tag(s): Coordinating Keystone, Cultural and Creative Industries

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

https://link.springer.com/10.1007/978-3-031-97177-8_10 (2026).

Tag(s): Coordinating Keystone

University of Missouri Responsible AI in Health Research Workshop 2025 (MU RAHR 2025): A Nurse-Led Multidisciplinary Responsible AI Workshop

https://journals.lww.com/10.1097/CIN.0000000000001354 (2025).

Tag(s): Health and Wellbeing, IP0032 - TAS Hub and Good Systems

Soft law for unintentional empathy: addressing the governance gap in emotion-recognition AI technologies

https://linkinghub.elsevier.com/retrieve/pii/S2666659625000228 (2025).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal

http://arxiv.org/abs/2507.21750 (2025).

Tag(s): IP0036 - RAI4MH

Adversarial defence without adversarial defence: instance-level principal component removal for robust language models

https://eprints.soton.ac.uk/503087/ (2025).

Tag(s): IP0036 - RAI4MH

Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification

https://aclanthology.org/2025.findings-acl.1059/ (2025).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

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

http://arxiv.org/abs/2507.17455 (2025).

Tag(s): RAi UK Leadership

On manipulation by emotional AI: UK adults’ views and governance implications

https://www.frontiersin.org/articles/10.3389/fsoc.2024.1339834/full (2024).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Soft law for unintentional empathy: addressing the governance gap in emotion-recognition AI technologies

https://linkinghub.elsevier.com/retrieve/pii/S2666659625000228 (2025).

Tag(s): Health and Wellbeing, IA008 - AEGIS

BSA 42 | Artificial intelligence

https://natcen.ac.uk/publications/bsa-42-artificial-intelligence (2025).

Tag(s): IO009 - Public Voices in AI, Science Innovation and Technology

Playing with Telepresence Robots for Design Speculation

https://dl.acm.org/doi/10.1145/3715668.3734184 (2025).

Tag(s): Coordinating Keystone

Exploiting Peer Trust and Semantic Similarities in the Assignment Assessment Process

https://link.springer.com/10.1007/978-3-031-93930-3_14 (2025).

Tag(s): Coordinating Keystone

Safe and Socially Aware Multi-Robot Coordination in Multi-Human Social Care Settings

http://arxiv.org/abs/2507.02521 (2025).

Tag(s): Coordinating Keystone

Leveraging small datasets for ethical and responsible AI music making

https://audiomostly.com/ (2025).

Tag(s): Cultural and Creative Industries, IP0054 - Music RAI

Bringing People Into AI

https://ualresearchonline.arts.ac.uk/id/eprint/24253/ (2025).

Tag(s): Cultural and Creative Industries, IP0054 - Music RAI

Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs

http://arxiv.org/abs/2506.18931 (2025).

Tag(s): Coordinating Keystone

Particapatory Harm Auditing of Generative-AI for Use in Cultural Heritage

https://eprints.gla.ac.uk/358295/ (2025).

Tag(s): Governance Regulation and Policy, KP0011 - PHAWM

Participatory Harm Auditing of Generative AI in Cataloguing and Description

https://eprints.gla.ac.uk/358300/ (2025).

Tag(s): Governance Regulation and Policy, KP0011 - PHAWM

Exploiting Peer Trust and Semantic Similarities in the Assignment Assessment Process

(2025).

Tag(s): Coordinating Keystone

Explainable AI for the Arts 3 (XAIxArts3)

https://dl.acm.org/doi/10.1145/3698061.3728392 (2025).

Tag(s): Cultural and Creative Industries, IP0054 - Music RAI

Exploiting Peer Trust and Semantic Similarities in the Assignment Assessment Process

https://link.springer.com/10.1007/978-3-031-93930-3_14 (2025).

Tag(s): Coordinating Keystone

Reflections on Responsible Research and Innovation (RRI) for Trustworthy Autonomous Systems (TAS): A message from Journal of Responsible Technology Special Issue's editors

https://linkinghub.elsevier.com/retrieve/pii/S2666659623000021 (2023).

Tag(s): IA065 - RAKE, Science Innovation and Technology

Developing an Action Plan for Rural Informatics

https://dl.eusset.eu/handle/20.500.12015/5281 (2025).

Tag(s): IA065 - RAKE, Science Innovation and Technology

TAME Pain: Trustworthy AssessMEnt of Pain from Speech and Audio for the Empowerment of Patients

https://physionet.org/content/tame-pain/1.0.0/ (2025).

Tag(s): IP0032 - TAS Hub and Good Systems, Science Innovation and Technology

Traveling Arts x HCI Sketchbook: Exploring the Intersection Between Artistic Expression and Human-Computer Interaction

https://dl.acm.org/doi/10.1145/3613905.3644069 (2024).

Tag(s): Cultural and Creative Industries, IP0054 - Music RAI

The Ethics of Data and Its Governance: A Discourse Theoretical Approach

https://www.mdpi.com/2078-2489/16/6/497 (2025).

Tag(s): IA017 - RAISE, Science Innovation and Technology

Quantum computing in surgery and urology — taking a quantum leap

https://www.nature.com/articles/s41585-025-01058-y (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Emulated Empathy: Can Risks Be Countered by a Soft-Law Standard?

https://ieeexplore.ieee.org/document/11029593/ (2025).

Tag(s): Cultural and Creative Industries, IA008 - AEGIS

Engineering Safe and Trustworthy AI: The Participatory Harm Auditing Workbenches and Methodologies (PHAWM) Project

https://eprints.gla.ac.uk/356802/ (2025).

Tag(s): Governance Regulation and Policy, KP0011 - PHAWM

Serious games for ethical preference elicitation

https://eprints.soton.ac.uk/498743/ (2025).

Tag(s): Coordinating Keystone

Quantifying Query Fairness Under Unawareness

http://arxiv.org/abs/2506.04140 (2025).

Tag(s): Governance Regulation and Policy, KP0011 - PHAWM

A Short Review of Responsible AI Music Generation

https://ualresearchonline.arts.ac.uk/id/eprint/24171/ (2025).

Tag(s): Cultural and Creative Industries, IP0054 - Music RAI

Leveraging small datasets for ethical and responsible AI music making

https://audiomostly.com/ (2025).

Tag(s): Cultural and Creative Industries, IP0054 - Music RAI

Acceptability, Acceptance and Adoption of Telepresence Robots in Museums: The Museum Professionals' Perspectives

https://dl.acm.org/doi/10.1145/3706598.3713533 (2025).

Tag(s): Coordinating Keystone

Resisting AI Solutionism: Where Do We Go From Here?

https://dl.acm.org/doi/10.1145/3706599.3706732 (2025).

Tag(s): Coordinating Keystone

Please Follow Me to the Next Stop: A Case Study of Planning, Deploying and Researching a Robot-Guided Tour in a Museum in the UK

https://dl.acm.org/doi/10.1145/3706599.3706660 (2025).

Tag(s): Coordinating Keystone

Objection Overruled! Lay People can Distinguish Large Language Models from Lawyers, but still Favour Advice from an LLM

https://dl.acm.org/doi/10.1145/3706598.3713470 (2025).

Tag(s): Coordinating Keystone

XAIxArts Manifesto: Explainable AI for the Arts

https://dl.acm.org/doi/10.1145/3706599.3716227 (2025).

Tag(s): Cultural and Creative Industries, IP0054 - Music RAI

Work Hard, Play Harder: Intense Games Enable Recovery from High Mental Workload Tasks

https://dl.acm.org/doi/10.1145/3706598.3713915 (2025).

Tag(s): RAi UK Leadership

Contesting Control with Automation in Technology-Mediated Interactions

https://dl.acm.org/doi/10.1145/3706599.3719855 (2025).

Tag(s): Coordinating Keystone

KaraokAI: Exploring the Potential of AI-Generated Karaoke for Academic Conferences and Research Experiences

https://dl.acm.org/doi/10.1145/3706599.3721113 (2025).

Tag(s): Education, SK0055 - Misinformation/Disinformation

Supporting digital resilience: Embedding ‘Maddie is Online’ in SCPHN School Nurse education

http://www.magonlinelibrary.com/doi/10.12968/jfch.2025.2.4.200 (2025).

Tag(s): Education, SK0024 - GenAISiS

A registry-based modified IDEAL stage 2b evaluation of urological procedures performed using the versius robotic surgical system

https://link.springer.com/10.1007/s11701-025-02324-2 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web

http://arxiv.org/abs/2505.17978 (2025).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Research Into Digital Health Intervention for Mental Health: 25-Year Retrospective on the Ethical and Legal Challenges

https://www.jmir.org/2024/1/e58939 (2024).

Tag(s): Coordinating Keystone, Health and Wellbeing, KP0016 - AdSoLve

IEEE Standard for Ethical Considerations in Emulated Empathy in Autonomous and Intelligent Systems

https://ieeexplore.ieee.org/document/10576666 (2024).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Ethics and Empathy-Based Human-AI Partnering: Exploring the Extent to which Cultural Differences Matter When Developing an Ethical Technical Standard

https://ieeexplore.ieee.org/document/10648944 (2024).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Virtual, augmented, mixed, and extended reality interventions in healthcare: a systematic review of health economic evaluations and cost-effectiveness

https://bmcdigitalhealth.biomedcentral.com/articles/10.1186/s44247-023-00054-9 (2023).

Tag(s): Coordinating Keystone, Health and Wellbeing

Toolkit for specification, validation and verification of social, legal, ethical, empathetic and cultural requirements for autonomous agents

https://linkinghub.elsevier.com/retrieve/pii/S0167642324000418 (2024).

Tag(s): Health and Wellbeing, IP0018 - DOMINOS

The Routledge handbook of AI and literature

(2025).

Tag(s): RAi UK Leadership

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

https://aclanthology.org/2024.emnlp-main.1095 (2024).

Tag(s): Health and Wellbeing, KP0016 - AdSoLve

Ethical Alignment in Citizen-Centric AI

(2025).

Tag(s): Coordinating Keystone

Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation

https://chemrxiv.org/engage/chemrxiv/article-details/670bd9a151558a15eff0ef65 (2024).

Tag(s): Health and Wellbeing, KP0016 - AdSoLve

Is Deception in Emulated Empathy Innately Bad?

https://ieeexplore.ieee.org/document/10791460 (2024).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Fair Exposure Allocation Using Generative Query Expansion

(2025).

Tag(s): Governance Regulation and Policy, KP0011 - PHAWM

Temporal reasoning for timeline summarisation in social media

http://arxiv.org/abs/2501.00152 (2025).

Tag(s): Health and Wellbeing, KP0016 - AdSoLve

Beyond Video-Conferencing: Telepresence Technologies for Extending Expertise Reach and Specialised Skill Sharing

https://dl.acm.org/doi/10.1145/3688828.3699632 (2025).

Tag(s): Coordinating Keystone

Assuring Inclusive AI: Reviewing Evidence as a Call to Inclusive AI Action | TechPolicy.Press

https://techpolicy.press/assuring-inclusive-ai-reviewing-evidence-as-a-call-to-inclusive-ai-action (2025).

Tag(s): IO009 - Public Voices in AI, Science Innovation and Technology

A Systematic Literature Review of Artificial Intelligence (AI) Transparency Laws in the European Union (EU) and United Kingdom (UK): A Socio-Legal Approach to AI Transparency Governance

https://www.ssrn.com/abstract=4976215 (2024).

Tag(s): Governance Regulation and Policy, IP0015 - Transparency Regulation Toolkits

TAT-VPR: Ternary Adaptive Transformer for Dynamic and Efficient Visual Place Recognition

http://arxiv.org/abs/2505.16447 (2025).

Tag(s): RAi UK Leadership

Addressing global inequities in surgery with the FAIR and CARE principles

https://academic.oup.com/bjs/article/doi/10.1093/bjs/znaf026/8063269 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

LoViT: Long Video Transformer for surgical phase recognition

https://linkinghub.elsevier.com/retrieve/pii/S1361841524002913 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Promising efficacy of UTI vaccines as an alternative to antibiotics

https://www.nature.com/articles/s41585-024-00905-8 (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

Leveraging data science and AI to democratize global surgical expertise

https://sit.bmj.com/lookup/doi/10.1136/bmjsit-2024-000334 (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

Artificial intelligence in the management of prostate cancer

https://www.nature.com/articles/s41585-024-00938-z (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Reduction of surgical complications via 3D models during robotic assisted radical prostatectomy: review of current evidence and meta-analysis

https://link.springer.com/10.1007/s11701-024-02041-2 (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

AI solutions for overcoming delays in telesurgery and telementoring to enhance surgical practice and education

https://link.springer.com/10.1007/s11701-024-02153-9 (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

At the cutting edge: the potential of autonomous surgery and challenges faced

https://sit.bmj.com/lookup/doi/10.1136/bmjsit-2024-000338 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Environmental sustainability in urologic practices: a systematic review

https://link.springer.com/10.1007/s00345-025-05522-7 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Insights into Training Standards for Robot-assisted Surgery and Endourology: A Perspective for Both Urologists and Trainees

https://linkinghub.elsevier.com/retrieve/pii/S0302283824023546 (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

The IDEAL framework for surgical robotics: development, comparative evaluation and long-term monitoring

https://www.nature.com/articles/s41591-023-02732-7 (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

https://www.nature.com/articles/s41591-022-01772-9 (2022).

Tag(s): Health and Wellbeing, RAi UK Leadership

Early clinical evaluation of the Hugo robotic-assisted surgery (RAS) for performing radical prostatectomy: an IDEAL stage 2 study

https://sit.bmj.com/lookup/doi/10.1136/bmjsit-2024-000360 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Ethics and Governance of Neurotechnology in Africa: Lessons From AI

https://neuro.jmir.org/2024/1/e56665 (2024).

A 360° multidisciplinary appraisal of novel surgical technologies – is this a new standard?

https://bjui-journals.onlinelibrary.wiley.com/doi/10.1111/bju.16756 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Making Sense of Public Space for Robot Design

https://ieeexplore.ieee.org/document/10973847/ (2025).

Tag(s): IP0053 - Robots in Public, Transport

Somatic Safety: An Embodied Approach Towards Safe Human-Robot Interaction

https://ieeexplore.ieee.org/document/10973822/ (2025).

Tag(s): Coordinating Keystone, Health and Wellbeing

AI for Defence: Readiness, Resilience and Mental Health

https://www.tandfonline.com/doi/full/10.1080/03071847.2024.2424780 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

On Motion Blur and Deblurring in Visual Place Recognition

https://ieeexplore.ieee.org/document/10938388/ (2025).

Tag(s): RAi UK Leadership

Visions, values, voices: a survey of artificial intelligence researchers

https://zenodo.org/records/15080288 (2025).

Tag(s): IO009 - Public Voices in AI, Science Innovation and Technology

Dancing with a Robot: An Experimental Study of Child-Robot Interaction in a Performative Art Setting

https://link.springer.com/10.1007/978-981-96-3525-2_29 (2025).

Tag(s): IA065 - RAKE, Science Innovation and Technology

How Artists Improvise and Provoke Robotics

https://link.springer.com/10.1007/978-981-96-3525-2_6 (2025).

Tag(s): IA065 - RAKE, Science Innovation and Technology

UK National Survey on Attitudes to AI Companions: Aggregate Data, 2024

https://reshare.ukdataservice.ac.uk/857731/ (2025).

Tag(s): Health and Wellbeing, IA008 - AEGIS

A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers

https://aclanthology.org/2025.coling-main.756/ (2025).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly

https://aclanthology.org/2025.coling-main.128/ (2025).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Locating the Ethics of ChatGPT—Ethical Issues as Affordances in AI Ecosystems

https://www.mdpi.com/2078-2489/16/2/104 (2025).

Tag(s): IA017 - RAISE, Science Innovation and Technology

Adaptive XAI: Advancing Intelligent Interfaces for Tailored AI Explanations (2nd Edition)

https://dl.acm.org/doi/10.1145/3708557.3716159 (2025).

Tag(s): IA065 - RAKE, Science Innovation and Technology

Ethical aspects of artificial intelligence: what urologists need to know

https://journals.lww.com/10.1097/MOU.0000000000001278 (2025).

Tag(s): Health and Wellbeing, RAi UK Leadership

Optimising Spatial Teamwork Under Uncertainty

https://ojs.aaai.org/index.php/AAAI/article/view/34482 (2025).

Tag(s): RAi UK Leadership

The roles of responsible innovation researchers in research projects

https://www.tandfonline.com/doi/full/10.1080/23299460.2025.2466897 (2025).

Tag(s): IA017 - RAISE, IA065 - RAKE, Science Innovation and Technology

Recent Trends in Linear Text Segmentation: A Survey

https://aclanthology.org/2024.findings-emnlp.174 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Making Sense of Public Space for Robot Design

https://nottingham-repository.worktribe.com/output/43949185/making-sense-of-public-space-for-robot-design (2025).

Tag(s): IP0053 - Robots in Public, Transport

Beyond AI boosterism

https://onlinelibrary.wiley.com/doi/10.1111/newe.12400 (2024).

Tag(s): Governance Regulation and Policy, IA048 - AI Equality by Design Deliberation and Oversight

Responsible Generative AI for SMEs in the UK and Africa: RAISE guidelines

https://nottingham-repository.worktribe.com/output/43682460 (2024).

Tag(s): IA017 - RAISE, Science Innovation and Technology

Image-based Geo-localization for Robotics: Are Black-box Vision-Language Models there yet?

http://arxiv.org/abs/2501.16947 (2025).

Tag(s): RAi UK Leadership

Leveraging data science and AI to democratize global surgical expertise

https://sit.bmj.com/lookup/doi/10.1136/bmjsit-2024-000334 (2024).

Tag(s): RAi UK Leadership

Robots in Pain, Humans in Play: Soma as a Qualitative Method for Investigating Intelligent Human-Robot Configurations

https://nottingham-repository.worktribe.com/output/43953535 (2024).

Tag(s): Coordinating Keystone

Understanding Stress Responses: Exploring Facial Expressions in the Context of Individual Performance and Automated Agents

https://openaccess.cms-conferences.org/publications/book/978-1-964867-35-9/article/978-1-964867-35-9_104 (2024).

Tag(s): Coordinating Keystone

Privacy-Preserving Occupancy Estimation

https://ieeexplore.ieee.org/document/10095340/ (2023).

Tag(s): IP0024 - AI Regulation Assurance in Safety-Critical Systems

The #longcovid revolution: A reflexive thematic analysis

https://linkinghub.elsevier.com/retrieve/pii/S0277953623004872 (2023).

What does it mean to trust a technology?

https://www.science.org/doi/10.1126/science.adm9782 (2023).

Implementing responsible innovation: the role of the meso-level(s) between project and organisation

https://www.tandfonline.com/doi/full/10.1080/23299460.2024.2370934 (2024).

Tag(s): Coordinating Keystone

Reimagining the Design of Mobile Robotic Telepresence: Reflections from a Hybrid Design Workshop

https://dl.acm.org/doi/10.1145/3686038.3686055 (2024).

“I Don’t Feel Like There’s Enough Awareness about the Damage That Social Media Does”: A Thematic Analysis of the Relationships between Social Media Use, Mental Wellbeing, and Care Experience

https://www.mdpi.com/2673-995X/3/4/79 (2023).

Generating a Single Session Outcome Measure from Digital Mental Health Platform Footprints Using Natural Language Processing

https://ijpds.org/article/view/2269 (2023).

Assessing relative contribution of Environmental, Behavioural and Social factors on Life Satisfaction via mobile app data

https://ieeexplore.ieee.org/document/10386740/ (2023).

Automating Empathy: Decoding Technologies that Gauge Intimate Life

https://academic.oup.com/book/55102 (2023).

Tag(s): IA008 - AEGIS

Robo-Identity: Designing for Identity in the Shared World

https://dl.acm.org/doi/10.1145/3610978.3638166 (2024).

Young People’s Trust in Cocreated Web-Based Resources to Promote Mental Health Literacy: Focus Group Study

https://mental.jmir.org/2023/1/e38346 (2023).

“It’s not just for the Past but it’s for the Here and Now”: Gift-Giver Perspectives on the Memory Machine to Gift Digital Memories

https://dl.acm.org/doi/10.1145/3563657.3595962 (2023).

An Exploration of how Trust Online Relates to Psychological and Subjective Wellbeing

https://dl.acm.org/doi/10.1145/3597512.3599708 (2023).

How Private are Language Models in Abstractive Summarization?

http://arxiv.org/abs/2412.12040 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Human AI conversational systems: when humans and machines start to chat

https://doi.org/10.1007/s00779-024-01837-1 (2024).

Tag(s): IA065 - RAKE, Science Innovation and Technology

From Corporate Digital Responsibility to Responsible Digital Ecosystems

https://www.mdpi.com/2071-1050/16/12/4972 (2024).

Tag(s): IA017 - RAISE, Science Innovation and Technology

Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking

http://arxiv.org/abs/2411.05375 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Responsible Generative AI for SMEs in UK and Africa Policy Brief

https://nottingham-repository.worktribe.com/output/41548481 (2024).

Tag(s): IA017 - RAISE, Science Innovation and Technology

On the Impact of Calibration Data in Post-training Quantization and Pruning

https://aclanthology.org/2024.acl-long.544 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization

https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00695/124459/Investigating-Hallucinations-in-Pruned-Large (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

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

https://aclanthology.org/2024.findings-acl.744 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Evaluating Synthetic Data Generation from User Generated Text

https://direct.mit.edu/coli/article/doi/10.1162/coli_a_00540/124625/Evaluating-Synthetic-Data-Generation-from-User (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Ethics in the Governance of Data and Digital Technology: An Analysis of European Data Regulations and Policies

https://doi.org/10.1007/s44206-024-00101-6 (2024).

Tag(s): IA017 - RAISE, Science Innovation and Technology

Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research

http://arxiv.org/abs/2410.03545 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Enabling industrial decarbonization through data-metrics guided interpretable machine learning

https://www.cambridge.org/engage/coe/article-details/671a92191fb27ce124745ad3 (2024).

Tag(s): IO008 - Economic Landscape Analysis, Science Innovation and Technology

Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media

https://aclanthology.org/2024.findings-acl.873 (2024).

Tag(s): KP0016 - AdSoLve, Science Innovation and Technology

Adaptive XAI: Towards Intelligent Interfaces for Tailored AI Explanations

https://dl.acm.org/doi/10.1145/3640544.3645253 (2024).

Tag(s): IA065 - RAKE, Science Innovation and Technology

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

https://doi.org/10.1007/s10676-024-09786-2 (2024).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Structured Pruning for Efficient Visual Place Recognition

http://arxiv.org/abs/2409.07834 (2024).

Tag(s): RAi UK Leadership

Sound Strategies for Safe Driving: Exploring Auditory Interventions to Counteract Passive Driver Fatigue: TAS '24: Second International Symposium on Trustworthy Autonomous Systems

http://www.scopus.com/inward/record.url?scp=85205378931&partnerID=8YFLogxK (2024).

Tag(s): Coordinating Keystone

Objection Overruled! Lay People can Distinguish Large Language Models from Lawyers, but still Favour Advice from an LLM

http://arxiv.org/abs/2409.07871 (2024).

Tag(s): Coordinating Keystone

"Like rearranging deck chairs on the Titanic"? Feasibility, Fairness, and Ethical Concerns of a Citizen Carbon Budget for Reducing CO2 Emissions

https://dl.acm.org/doi/10.1145/3630106.3658904 (2024).

Tag(s): Coordinating Keystone

Ethics and Empathy-Based Human-AI Partnering: Exploring the Extent to which Cultural Differences Matter When Developing an Ethical Technical Standard

https://ieeexplore.ieee.org/document/10648944 (2024).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Design Space Exploration of Low-Bit Quantized Neural Networks for Visual Place Recognition

https://ieeexplore.ieee.org/abstract/document/10494890 (2024).

Tag(s): RAi UK Leadership

Building Responsible AI for Mental Health: Insights from the First RAI4MH Workshop

https://zenodo.org/doi/10.5281/zenodo.14044361 (2024).

Tag(s): Health and Wellbeing, IP0036 - RAI4MH

Aggregating Multiple Bio-Inspired Image Region Classifiers for Effective and Lightweight Visual Place Recognition

https://ieeexplore.ieee.org/abstract/document/10439610 (2024).

Tag(s): RAi UK Leadership

Accuracy of training data and model outputs in Generative AI: CREATe Response to the Information Commissioner Office Consultation

http://arxiv.org/abs/2407.13072 (2024).

Tag(s): RAi UK Leadership

A Perspective on Literary Metaphor in the Context of Generative AI

https://arxiv.org/abs/2409.01053 (2024).

Tag(s): Coordinating Keystone

A Perspective on Literary Metaphor in the Context of Generative AI

http://arxiv.org/abs/2409.01053 (2024).

Tag(s): Coordinating Keystone

Urgently clarify how AI can be used in medicine under new EU law

https://www.nature.com/articles/d41586-024-02753-3 (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

The Rise of AI in Endourology and Robotic Surgery

https://www.liebertpub.com/doi/10.1089/end.2024.32789.pd (2024).

Tag(s): Health and Wellbeing, RAi UK Leadership

Normative Requirements Operationalization with Large Language Models

https://ieeexplore.ieee.org/document/10628513/ (2024).

Tag(s): Health and Wellbeing, IP0018 - DOMINOS

Smart Assessment and Guided Education with Responsible AI

https://link.springer.com/10.1007/978-3-031-73990-3_2 (2024).

Tag(s): Education, IA069 - SAGE-RAI

When is Deception OK? Developing the IEEE Recommended Practice for Ethical Considerations of Emulated Empathy in Partner-based General-Purpose Artificial Intelligence Systems (IEEE P7014.1)

https://ieeexplore.ieee.org/document/10732349/ (2024).

Tag(s): Health and Wellbeing, IA008 - AEGIS

Unveiling the decision making process in Alzheimer’s disease diagnosis: A case-based counterfactual methodology for explainable deep learning

https://linkinghub.elsevier.com/retrieve/pii/S0165027024002632 (2025).

Tag(s): Coordinating Keystone

The Purr-suit of Happiness: A Tale of Three Kittens. Robots, Humans, Cats, and AI

https://dl.acm.org/doi/10.1145/3610978.3640791 (2024).

Tag(s): Coordinating Keystone

The Effect of Predictive Formal Modelling at Runtime on Performance in Human-Swarm Interaction

https://dl.acm.org/doi/10.1145/3610978.3640725 (2024).

Tag(s): Coordinating Keystone

Technology for Environmental Policy: Exploring Perceptions, Values, and Trust in a Citizen Carbon Budget App

https://dl.acm.org/doi/10.1145/3686038.3686065 (2024).

Tag(s): Coordinating Keystone

Sound Strategies for Safe Driving: Exploring Auditory Interventions to Counteract Passive Driver Fatigue

https://dl.acm.org/doi/10.1145/3686038.3686042 (2024).

Tag(s): Coordinating Keystone

Reimagining the Design of Mobile Robotic Telepresence: Reflections from a Hybrid Design Workshop

https://dl.acm.org/doi/10.1145/3686038.3686055 (2024).

Tag(s): Coordinating Keystone

Mapping Safe Zones for Co-located Human-UAV Interaction

https://dl.acm.org/doi/10.1145/3686038.3686067 (2024).

Tag(s): Coordinating Keystone

LOOM: a Privacy-Preserving Linguistic Observatory of Online Misinformation

https://dl.acm.org/doi/10.1145/3686038.3686062 (2024).

Tag(s): Coordinating Keystone

Ethical Alignment in Citizen-Centric AI

https://link.springer.com/10.1007/978-981-96-0128-8_4 (2025).

Tag(s): Coordinating Keystone

Ethical alignment in citizen-centric AI

https://eprints.soton.ac.uk/493529/ (2024).

Tag(s): Coordinating Keystone

An Interdependence Frame for (Semi) Autonomous Robots: The Case of Mobile Robotic Telepresence

https://dl.acm.org/doi/10.1145/3686038.3686059 (2024).

Tag(s): Coordinating Keystone

Africa, ChatGPT, and Generative AI Systems: Ethical Benefits, Concerns, and the Need for Governance

https://www.mdpi.com/2409-9287/9/3/80 (2024).

Tag(s): Coordinating Keystone

A Survey of Lay People's Willingness to Generate Legal Advice using Large Language Models (LLMs)

https://dl.acm.org/doi/10.1145/3686038.3686043 (2024).

Tag(s): Coordinating Keystone

A Multimethod Analysis of US Perspectives towards Trustworthy Autonomous Systems

https://dl.acm.org/doi/10.1145/3686038.3686068 (2024).

Tag(s): Coordinating Keystone

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