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PROBabLE Futures: Probabilistic AI Systems in Law Enforcement Futures

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badge_icon Defence and Security
AI fairness
Data quality
Regulation
Society
Public attitudes
Quality of life

Funding Stream:

Keystone Logo Keystone

Award Details

Project Team:

Marion Oswald (Project Lead), Gita Gill, Kyle Montague, Kyriakos Kotsoglou, Yifeng Zeng, Adrian Weller, Carole McCartney, Claire Paterson-Young, Michael Maher, Elizabeth Tiarks, Muffy Calder, Michele Sevegnani, Sabine Schindler, Natalie Dudding

Marion Oswald, Professor of Law, Northumbria University

“AI can help police and the courts to tackle digital data overload, unknown risks, and increase operational efficiencies. The key problem is that AI tools take inputs from one part of the law enforcement system but their outputs have real-world, possibly life changing, effects in another part – a miscarriage of justice is only a matter of time. Our project works alongside law enforcement and partners to develop a framework that understands the implications of uncertainty and builds confidence in future probabilistic AI, with the interests of justice and responsibility at its heart.”

Lead HEI:
Northumbria University
Project dates:
1 May 2024 - 31 March 2028
Geographical focus:
  • UK
  • Belgium
  • Norway
  • Spain

Summary

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 of outputs is often obscured or misinterpreted, and the underlying data is sensitive and of varying quality. If AI systems are to be used responsibly, attention must be paid to the chaining of systems and cumulative effects of AI systems feeding each other. PROBabLE Futures will review, question and evaluate the use and applications of probabilistic AI across different stages of the criminal justice system.

Activities and Achievements

The research of PROBabLE Futures focuses on the use of Probabilistic AI in Law Enforcement and the delivery of an ‘operational-ready’ blueprint of an evidence-based, contextually informed and future-oriented framework for responsible AI in law enforcement.

PROBabLE Futures splits its research into 7x work packages, the primary research questions of each work package  can be read here.

PROBabLE Futures has finalised an EDI Policy Document  and an RRI Policy & Action Plan.

The 2024 PROBabLE Futures 2024 Achievement Report  is also available to read.

The PROBabLE Futures Responsible AI Checklist for Policing, developed in collaboration with the National Police Chiefs’ Council (NPCC), has now been published by the College of Policing and circulated to all UK police forces. The checklist is featured alongside new technology guidance from the College, which outlines principles for using AI and emerging tech in ways that are transparent, ethical, and legally sound. Read more: New Technology Guidance and APPs.

Events

AI for intelligence, investigations and public protection, 20 January 2025

This online event was attended by an invited audience comprised of professionals primarily in law enforcement, government and selected academic and commercial sector attendees. Discussion was centred on the implications of AI in law enforcement and the concept of ‘chaining’ AI systems.

Joint PROBabLE Futures/CETaS/ATI workshop on AI-enabled crime, 12 March 2025

This in-person workshop focusing on both sides of AI-crime: ‘AI-enabled crime’ and ‘AI-response to crime’, was held in collaboration with the Centre for Emerging Technology and Security at The Alan Turing Institute. The event included talks from Prof. Joe Burton (CETaS), Dr Alexander Laffer (Emotive Ai Lab) and Nick Dale Stop the Traffik. PROBabLE Futures facilitated discussion and presented their probabilistic mapping research.

World Cafe, 8 June 2026

On Monday 8th June, members of the Probable Futures team hosted a World Café event in Newcastle, bringing together experts from a range of disciplines to explore mock trial design within the context of two AI-infused criminal cases.

Launch of Mapping Tool, 24 June 2026

The PROBabLE Futures Mapping Tool was launched at an online event on 24 June 2026 – the tool is freely available here: https://probablefutures.github.io/ai-mapping/  At launch, the tool identifies 70 tools already deployed, trialled, or in development. across the criminal justice system in England and Wales. The findings are stark: adoption is outpacing governance. The ‘human in the loop’ principle too often exists in name only. And when AI systems are linked together in sequence, each stage could potentially inherit and compound errors introduced earlier. The accompanying report ‘The Use of Probabilistic AI in Law Enforcement and the Criminal Justice System of England and Wales’ (linked below) sets out 26 recommendations for the UK Home Office, PoliceAI, Crown Prosecution Service and others.

Impact

The desired impact is that law enforcement bodies, policy-makers and law-makers will deploy the multiple factors and requirements in the PROBabLE Futures framework, contributing to the development of a system-based approach to law enforcement AI.

PoliceAI

The PROBabLE Futures team attended the launch of PoliceAI – a new national centre for AI in policing in June 2026. PROBabLE Futures continues to explore how probabilistic AI systems can be used ethically, transparently, and effectively within policing and the wider justice system, ensuring innovation is grounded in public trust, accountability, and robust governance. In announcing the new centre, Crime and Policing Minister Sarah Jones said ‘[PoliceAI] will be backed by deepening the existing collaboration with the Progressive (sic) Futures academic team’.

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Publications

“I’M BLIND, ChatGPT”: Interactional Breakdown and Repair in LLM-based Conversational AI for Visually Impaired Users

https://dl.acm.org/doi/10.1145/3816046.3816209 (2026).

Tag(s): RAi UK Leadership

Embodied Active Listening: How Non-Verbal Backchannel Behaviour Influences Trust and Perception of a Social Robot

https://dl.acm.org/doi/10.1145/3816046.3816228 (2026).

Tag(s): Cornerstone

GenAI-Based Group Awareness Tools for Supporting Collaborative Learning

https://kclpure.kcl.ac.uk/ws/portalfiles/portal/381059429/HCIJ.pdf

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

Solving the 'Goldilocks problem' in dementia clinical trials with multimodal AI

https://linkinghub.elsevier.com/retrieve/pii/S2274580725003395 (2026).

Tag(s): EF007 - BrainHealthx, Health and Wellbeing

All Eyes on the Ranker: Participatory Auditing to Surface Blind Spots in Ranked Search Results

https://dl.acm.org/doi/10.1145/3805689.3806467 (2026).

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

No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding

https://direct.mit.edu/tacl/article/doi/10.1162/TACL.a.726/137428/No-Shortcuts-to-Culture-Indonesian-Multi-hop (2026).

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

FairPlay+: A Certified-Fair Hotel Room Recommendations Framework

https://ojs.aaai.org/index.php/IASEAI/article/view/43023 (2026).

Tag(s): Cornerstone

OptiMed at ArchEHR-QA 2026: GEPA Prompt Optimization and Multi-Agent Majority Voting for EHR-Grounded Question Answering

https://lrec.elra.info/lrec2026-ws-cl4health-51 (2026).

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

Explainable AI for the Arts 4 (XAIxArts4)

https://dl.acm.org/doi/10.1145/3803784.3804466 (2026).

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

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): Cornerstone, Health and Wellbeing

Operationalising AI Transparency and Accountability in India: Jurisdictional Lessons with Applications to Payment Services

https://www.upes.ac.in/events-and-activities/new-age-legal-dynamics-social-media-and-artificial-intelligence (2025).

Tag(s): CS - TRAIS, Cornerstone, Science Innovation and Technology

The Auditable AI Mirage: When Human Laws Meet Artificial Logic

https://sites.exeter.ac.uk/clc2025/conference-abstracts/#algopower (2025).

Tag(s): CS - TRAIS, Cornerstone, Science Innovation and Technology

Between Help and Harm: An Evaluation Study of Mental Health Crisis Handling by Large Language Models

https://mental.jmir.org/2026/1/e88435 (2026).

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

Designing Artificial Identity: The Identity Design Framework and Research Agenda

https://dl.acm.org/doi/10.1145/3800645.3812962 (2026).

Tag(s): RAi UK Leadership, Science Innovation and Technology

A UK perspective on responsible education for responsible AI: a multidisciplinary review and evaluation framework

https://linkinghub.elsevier.com/retrieve/pii/S2666659625000435 (2026).

Tag(s): Cornerstone, Education, RAi UK Leadership

A Geometric Account of Activation Steering through Angle-Norm Decomposition

http://arxiv.org/abs/2606.06735 (2026).

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

Toward Interoperability and Inclusive Participation in AI Governance. White Paper.

https://www.un.org/digital-emerging-technologies/sites/www.un.org.digital-emerging-technologies/files/Toward_Interoperability_and_Inclusive_Participation_in_AI_Governance_White_Paper.pdf (2026).

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

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

AI and Mental Healthcare - ethical and regulatory considerations

https://post.parliament.uk/research-briefings/post-pn-0738 (2025).

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

AI and Mental Healthcare - opportunities and delivery considerations

https://post.parliament.uk/research-briefings/post-pn-0737 (2025).

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

EquiSteer: Cross-Attention Steering Towards a Fairer Text-Guided Image Generation

http://arxiv.org/abs/2607.01147 (2026).

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

Diagnosing Lower Extremity Arteriovenous Diseases Using Agentic LLMs

https://aclanthology.org/2026.bionlp-1.21 (2026).

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

Multistream Modelling for Mental Health: Modelling Linguistic and Temporal Contexts with Mutual and Self-Excitation in Social Media

https://aclanthology.org/2026.clpsych-1.5 (2026).

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

Overview of the CLPsych 2026 Shared Task: Capturing and Characterizing Mental Health Changes through Social Media Timeline Dynamics

https://aclanthology.org/2026.clpsych-1.32 (2026).

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

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

https://link.springer.com/10.1007/978-981-95-2398-6_49 (2026).

Tag(s): Cornerstone, Cultural and Creative Industries

Transdisciplinary Skills for AI Ecosystems: Using Future Visioning to Collaboratively Unpack Skills in UK Health and Emergency Response Scenarios

https://www.worldscientific.com/doi/10.1142/S1793351X24420042 (2024).

Tag(s): Education, 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

EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts

http://arxiv.org/abs/2606.08362 (2026).

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

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): KP0016 - AdSoLve, Science Innovation and Technology

HPP: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning

http://arxiv.org/abs/2606.21734 (2026).

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

Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models

https://arxiv.org/abs/2511.06168 (2025).

Tag(s): Cornerstone

Towards Dys-XAI: Influence-Based Explanations for Dysarthria Severity Assessment

http://arxiv.org/abs/2606.21306 (2026).

Tag(s): Cornerstone

LISE : Listenable Interpretable Speaker Embeddings

http://arxiv.org/abs/2606.21305 (2026).

Tag(s): Cornerstone

PROBabLE Futures and NPCC Responsible AI Checklist for Policing

https://bit.ly/PROBabLEFuturesNPCC (2025).

Tag(s): Defence and Security, KP0003 - PROBabLE Futures, RAi UK Leadership

The Use of Probabilistic AI in Law Enforcement and the Criminal Justice System of England and Wales

https://figshare.northumbria.ac.uk/articles/report/The_Use_of_Probabilistic_AI_in_Law_Enforcement_and_the_Criminal_Justice_System_of_England_and_Wales/32769762 (2026).

Tag(s): Defence and Security, KP0003 - PROBabLE Futures, RAi UK Leadership

Evolving surgical teams in the age of artificial intelligence and robotics

https://www.frontiersin.org/articles/10.3389/fsci.2026.1783803/full (2026).

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

Reliability of urological telesurgery compared with local surgery: multicentre randomised controlled trial

https://www.bmj.com/lookup/doi/10.1136/bmj-2024-083588 (2026).

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

SRS368 - Acquisition and analysis of a multimodal dataset for skill evaluation across two robotic surgical systems

https://academic.oup.com/bjs/article/doi/10.1093/bjs/znag018.325/8551157 (2026).

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

Co-designing Encounters with AI in Education for Sustainable Development

(2025).

Tag(s): Cornerstone, Education, RAi UK Leadership

Impact of three‐dimensional prostate models during robot‐assisted radical prostatectomy on surgical margins and functional outcomes

https://bjui-journals.onlinelibrary.wiley.com/doi/10.1111/bju.16850 (2025).

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

SWAG: long-term surgical workflow prediction with generative-based anticipation

https://link.springer.com/10.1007/s11548-025-03452-8 (2025).

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

International multispecialty consensus statement and expert opinion of best practices in telesurgery

https://link.springer.com/10.1007/s11701-025-02298-1 (2025).

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

Impact of low-pressure pneumoperitoneum on post-operative pain in robotic urological surgery: a systematic review

https://link.springer.com/10.1007/s11701-025-02221-8 (2025).

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

Technical and ethical considerations in telesurgery

https://link.springer.com/10.1007/s11701-023-01797-3 (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

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

Scoping Responsible AI in Local Government

https://orda.shef.ac.uk/articles/report/Scoping_Responsible_AI_in_Local_Government/32586834 (2026).

Tag(s): CC00056 - Measuring What Matters, IO009 - Public Voices in AI, Science Innovation and Technology

Digital empowerment for lifelong learning and transformative andragogy (DELTA) for adult educators: Introduction to the DELTA framework and resources

(2025).

Tag(s): Education, RAi UK Leadership

Intersectional approaches to data: The importance of an articulation mindset for intersectional data science

http://journals.sagepub.com/doi/10.1177/20539517231203667 (2023).

Tag(s): Education, RAi UK Leadership

Responsible AI in criminal justice: LLMs in policing and risks to case progression

https://arxiv.org/abs/2603.18116 (2026).

Tag(s): Defence and Security, KP0003 - PROBabLE Futures, RAi UK Leadership

A Framework for Responsible AI Education: A Working Paper

https://www.ssrn.com/abstract=4544010 (2023).

Tag(s): Education, RAi UK Leadership

Evaluating international AI skills policy: A systematic review of AI skills policy in seven countries

https://onlinelibrary.wiley.com/doi/10.1111/1758-5899.13299 (2024).

Tag(s): Education, RAi UK Leadership

Fairness in Student Group Formation: Perspectives, Priorities, Compromises, Mechanisms, and Tooling

https://dl.acm.org/doi/10.1145/3760545.3783973 (2025).

Tag(s): Education, RAi UK Leadership

Uncovering Blindspots for Systemic Safety: Relational Accountability in Maritime Autonomous Systems

(2026).

Tag(s): Governance Regulation and Policy, RAi UK Leadership

Technical Standards: Opportunities for Equality Bodies and Civil Society Organisations

https://equineteurope.org/wp-content/uploads/2025/04/Explainer-4_Technical-Standards.-Opportunities-for-Equality-Bodies-and-Civil-Society-Organisations.pdf (2025).

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

Explaining ‘By-Design’ Approaches: Principles and Implementation

https://equineteurope.org/wp-content/uploads/2025/04/Explainer-2_Explaining-By-Design-Approaches.-Principles-and-Implementation.pdf (2025).

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

Understanding Artificial Intelligence: Concepts, Limitations, and Risks

https://equineteurope.org/wp-content/uploads/2025/04/Explainer-1_Understanding-Artificial-Intelligence.-Concepts-Limitations-and-Risks.pdf (2025).

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

GenAISiS T.R.A.I.N. Generative Artificial Intelligence Skills in Schools: Teaching, Reaching and Activating – Instructors Network. MADDIE IS ONLINE. Instructor Manual

https://drive.google.com/file/d/1BHCQX1mg74oLJOdFE5zIIXNkAWz120M5/view (2026).

Tag(s): CC00111 - GenAISIS TRAIN, Education, SK0024 - GenAISiS, Skills

BRAID researchers' response to UK Government copyright and AI consultation

https://zenodo.org/doi/10.5281/zenodo.14945987 (2025).

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

Between Help and Harm: An Evaluation Study of Mental Health Crisis Handling by Large Language Models

https://mental.jmir.org/2026/1/e88435 (2026).

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

Responsible AI UK: priorities for delivering England’s health and life sciences plans

https://bmjdigitalhealth.bmj.com/lookup/doi/10.1136/bmjdh-2026-000083 (2026).

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

Response to call for input for EMRTD Study “Artificial Intelligence, Cultural Rights, and the Right to Development”

https://nottingham-repository.worktribe.com/output/56967102 (2025).

Tag(s): CS - CulturAI, Cornerstone, Cultural and Creative Industries

A Taxonomy of Domestic Robot Failure Outcomes: Understanding the impact of failure on trustworthiness of domestic robots

https://dl.acm.org/doi/10.1145/3686038.3686050 (2024).

Tag(s): Cornerstone

Responsible Generative AI for SMEs in UK and Africa Case Study Cocreation Workshop Report

https://nottingham-repository.worktribe.com/output/46192218 (2025).

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

Responsible Generative AI for SMEs in UK and Africa (RAISE): An Art AI Case Study

https://nottingham-repository.worktribe.com/output/59040978 (2026).

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

Responsible Generative AI for SMEs in UK and Africa (RAISE): A Legal AI Case Study

https://nottingham-repository.worktribe.com/output/59038209 (2026).

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

Responsible Generative AI for SMEs in UK and Africa (RAISE): A Health AI Case Study

https://nottingham-repository.worktribe.com/output/59037364 (2026).

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

Responsible Generative AI for SMEs in UK and Africa (RAISE): A Financial Investment AI Case Study

https://nottingham-repository.worktribe.com/output/59041074 (2026).

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

Responsible Generative AI for SMEs in UK and Africa (RAISE) - A Tech Consultancy AI case study

https://nottingham-repository.worktribe.com/output/59306975 (2026).

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

Responsible Generative AI for SMEs in UK and Africa (RAISE) - A Research and Development AI case study

https://nottingham-repository.worktribe.com/output/59125239 (2026).

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

Responsible Generative AI for SMEs in UK and Africa (RAISE) - A Platform AI Case Study

https://nottingham-repository.worktribe.com/output/59305705 (2026).

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

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): Cornerstone

Playing with Telepresence Robots for Design Speculation

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

Tag(s): Cornerstone

Contesting Control with Automation in Technology-Mediated Interactions

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

Tag(s): Cornerstone

Can’t See Nature for the Trees: A Literature Review about Virtual Nature for Well-Being

https://dl.acm.org/doi/10.1145/3772318.3790367 (2026).

Tag(s): Cornerstone, Health and Wellbeing

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): Cornerstone

Improving the Utility, Safety, and Ethical Use of a Passive Mood-Tracking App for People With Bipolar Disorder Using Coproduction: Qualitative Focus Group Study

https://formative.jmir.org/2025/1/e65140 (2025).

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

Emerging digital technologies on death and dying: A scoping review

https://linkinghub.elsevier.com/retrieve/pii/S2666659626000193 (2026).

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

"Am I the only one who will Spread the Virus?": Impact of Public Stigma Towards the East Asian Population Living in Spain Related to COVID-19

https://link.springer.com/10.1007/s40615-024-02281-w (2026).

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

Why is my Agent so Slow? Deploying Human-Like Conversational Turn-Taking

https://dl.acm.org/doi/10.1145/3623809.3623976 (2023).

Tag(s): Cornerstone, RAi UK Leadership

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): Cornerstone

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): CS - REACT, Cornerstone, Health and Wellbeing

RAI@CHI: Responsible and Human Centred AI Across Borders

https://dl.acm.org/doi/10.1145/3772363.3779005 (2026).

Tag(s): CS - Off-Grid, Cornerstone, Governance Regulation and Policy, RAi UK Leadership

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): Cornerstone

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): Cornerstone

"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): Cornerstone

Emerging Telepresence Technologies for Hybrid Meetings: an Interactive Workshop

https://dl.acm.org/doi/10.1145/3584931.3611283 (2023).

Tag(s): Cornerstone, RAi UK Leadership

Back to the Communities: A Mixed-Methods and Community-Driven Evaluation of Cultural Sensitivity in Text-to-Image Models

https://arxiv.org/abs/2510.27361 (2025).

Tag(s): CS - CulturAI, Cornerstone, Cultural and Creative Industries

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): Cornerstone

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

https://link.springer.com/10.1007/978-3-032-04927-8_64 (2026).

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

Towards deployment-centric multimodal AI beyond vision and language

https://www.nature.com/articles/s42256-025-01116-5 (2025).

Tag(s): KP0016 - AdSoLve, 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

The #longcovid revolution: A reflexive thematic analysis

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

Navigating the labyrinth of RI through a practical application — A case study in a cross-disciplinary research project

https://linkinghub.elsevier.com/retrieve/pii/S2666659623000070 (2023).

Tag(s): IA065 - RAKE

Big tech, the state, or you? Who is responsible for generative AI addiction?

https://www.tandfonline.com/doi/full/10.1080/0144929X.2026.2663509 (2026).

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

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

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

Temporal reasoning for timeline summarisation in social media

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

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

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

https://linkinghub.elsevier.com/retrieve/pii/S0164121224002735 (2025).

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

Normative Requirements Operationalization with Large Language Models

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

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

Normative conflict resolution through human–autonomous agent interaction

https://linkinghub.elsevier.com/retrieve/pii/S2666659625000101 (2025).

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

Analyzing and Debugging Normative Requirements via Satisfiability Checking

https://dl.acm.org/doi/10.1145/3597503.3639093 (2024).

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

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

Serious games for ethical preference elicitation

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

Tag(s): Cornerstone

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

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

Tag(s): Cornerstone

O114: Enhancing palliative oesophageal cancer treatment pathway prediction and prognostication through machine learning models

https://academic.oup.com/bjs/article/doi/10.1093/bjs/znae046.003/7631149 (2024).

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

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): CS - REACT, Cornerstone, Health and Wellbeing

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): Cornerstone, Health and Wellbeing, KP0016 - AdSoLve

Developing a process for assessing the safety of a digital mental health intervention and gaining regulatory approval: a case study and academic's guide

(2024).

Tag(s): Cornerstone, Health and Wellbeing

Adoption of Digital Mental Health Interventions in National Health Service England, Scotland, and Wales: Freedom of Information Questionnaire Study

https://mental.jmir.org/2026/1/e92187 (2026).

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

A rapid evidence review of evaluation techniques for large language models in legal use cases: trends, gaps, and recommendations for future research

https://link.springer.com/10.1007/s00146-025-02741-9 (2025).

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

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

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

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

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

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

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): Cornerstone

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

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

Decoloniality impact assessment for AI

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

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

A framework for value sensitive design in socio-technical digital ecosystems

https://www.tandfonline.com/doi/full/10.1080/0960085X.2025.2595915 (2025).

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

Mapping Safe Zones for Co-located Human-UAV Interaction

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

Tag(s): Cornerstone

A Perspective on Literary Metaphor in the Context of Generative AI

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

Tag(s): Cornerstone

A Multimethod Analysis of US Perspectives towards Trustworthy Autonomous Systems

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

Tag(s): Cornerstone

Assessing the Impact of Artificial Intelligence on Gender Disparities in the Labour Market

https://oro.open.ac.uk/id/eprint/109668 (2026).

Tag(s): CC00122 - Gender Pay Gap, Governance Regulation and Policy

An agentic AI marketplace for prelitigation analyses with ZKP-integrated ethical verifications

https://www.frontiersin.org/articles/10.3389/fbloc.2026.1770848/full (2026).

Tag(s): CC00107 - Privacy Preserving Governance, Science Innovation and Technology

PARTICIPATE-AI: Exploring the Participatory Turn in Citizen-Centred AI

https://dl.acm.org/doi/10.1145/3742414.3794954 (2026).

Tag(s): CC00008 - Integrating Playful AI Literacy, Education, IP0028 - FATES of Africa

Clinical Summaries of Social Media Timelines for Mental Health Monitoring: Human Versus Large Language Model Comparative Evaluation Study

https://formative.jmir.org/2026/1/e71230 (2026).

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

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, Skills

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, Skills

Multiverse Mechanica: a testbed for learning game mechanics via counterfactual worlds

https://ora.ox.ac.uk/objects/uuid:130d05a2-f0d2-4bc4-89f8-0237a991fc68 (2026).

Tag(s): EF006 - PACER, Enterprise Fellowship, Science Innovation and Technology

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

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

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

Remote AI weapons detection: reversing ‘stop and search’ to ‘search and stop’?

https://www.cambridge.org/core/product/identifier/S0261387526101275/type/journal_article (2026).

Tag(s): Defence and Security, KP0003 - PROBabLE Futures

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/ (2025).

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

Productivity and Responsible AI in Adult Social Care

https://www.productivity.ac.uk/research/productivity-and-responsible-ai-in-adult-social-care/ (2025).

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

The Impact of AI Adoption on Productivity Across FinTech, Retail, and Advanced Manufacturing: A Systematic Quantitative Literature Review Approach

https://www.productivity.ac.uk/research/the-impact-of-ai-adoption-on-productivity-across-fintech-retail-and-advanced-manufacturing-a-systematic-quantitative-literature-review-approach/ (2025).

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

Mapping the Landscape of the Economics of AI Literature: Gaps and Opportunities for Research and Policy

https://onlinelibrary.wiley.com/doi/10.1111/joes.70081 (2026).

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

Understanding the Dynamics of Trust in Location-Based Games as Hybrid Spaces: The Players' Perspective

https://dl.acm.org/doi/10.1145/3772318.3790587 (2026).

Tag(s): Cornerstone, Cultural and Creative Industries

ConversationMoC: encoding conversational dynamics using multiplex network for identifying moment of change in mood and mental health classification

https://eprints.soton.ac.uk/486165/ (2024).

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

Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models

https://aclanthology.org/2024.clpsych-1.20/ (2024).

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

Automatically extracting social determinants of health for suicide: a narrative literature review

https://www.nature.com/articles/s44184-024-00087-6 (2024).

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

All Models are Wrong, But Some are Deadly: Inconsistencies in Emotion Detection in Suicide-related Tweets

https://aclanthology.org/2024.nlp4pi-1.9 (2024).

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

Lexicography Saves Lives (LSL): Automatically Translating Suicide-Related Language

https://aclanthology.org/2025.coling-main.213/ (2025).

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

AI for Defence: Readiness, Resilience and Mental Health

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

Tag(s): Health and Wellbeing, IP0036 - RAI4MH, KP0016 - AdSoLve, Science Innovation and Technology

SAGE-RAI: Design Patterns for Transparent RAG Systems

https://dl.acm.org/doi/10.1145/3774904.3792929 (2026).

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

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

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

Tag(s): CS - REACT, Cornerstone, Health and Wellbeing

Decision-Level Fusion for Robust Wearable Affect Recognition

http://arxiv.org/abs/2605.14878 (2026).

Tag(s): CS - REACT, Cornerstone, Health and Wellbeing

Ways of Seeing, and Selling, AI Art

https://ieeexplore.ieee.org/document/11320993/?arnumber=11320993 (2026).

Tag(s): CS - ART-I, Cornerstone, Cultural and Creative Industries

Data Matters Most: Auditing Social Bias in Contrastive Vision–Language Models

https://openreview.net/forum?id=3vF2fn9owm (2025).

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

Where does output diversity collapse in post-training?

http://arxiv.org/abs/2604.16027 (2026).

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

OntoScope: Using a Divergent-Convergent Interaction Framework to Support LLM-based Ontology Scoping

https://dl.acm.org/doi/10.1145/3742413.3789225 (2026).

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

Reasoning Dynamics and the Limits of Monitoring Modality Reliance in Vision-Language Models

http://arxiv.org/abs/2604.14888 (2026).

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

All Eyes on the Ranker: Participatory Auditing to Surface Blind Spots in Ranked Search Results

http://arxiv.org/abs/2604.09946 (2026).

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

Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments

https://ojs.aaai.org/index.php/AAAI/article/view/40189 (2026).

Tag(s): Cornerstone, Governance Regulation and Policy

Accuracy paradox: Addressing epistemic, manipulative, and societal risks of hallucination in AI governance

https://linkinghub.elsevier.com/retrieve/pii/S2212473X26000520 (2026).

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

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

Telesurgery 2.0

https://www.bmj.com/lookup/doi/10.1136/bmj.s138 (2026).

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

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

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): Cornerstone

Leveraging small datasets for ethical and responsible AI music making

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

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

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

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): Cornerstone

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

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

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

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

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

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

Elaxir cards

https://zenodo.org/doi/10.5281/zenodo.17357227 (2025).

Tag(s): Health and Wellbeing, IP0014 - Ethical AI for Healthcare

Empowering Affected Individuals to Shape AI Fairness Assessments: Processes, Criteria, and Tools

http://arxiv.org/abs/2602.06984 (2026).

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

Who Benefits from RAG? The Role of Exposure, Utility and Attribution Bias

http://arxiv.org/abs/2603.24218 (2026).

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

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

http://arxiv.org/abs/2603.24853 (2026).

Tag(s): Defence and Security, KP0003 - PROBabLE Futures

Bringing experiments down to earth

https://journals.sagepub.com/doi/10.1177/29768640261433787 (2026).

Tag(s): Governance Regulation and Policy, RAi UK Leadership

Temporal Conflicts in LLMs: Reproducibility Insights from Unifying DYNAMICQA and MULAN

https://link.springer.com/10.1007/978-3-032-21324-2_8 (2026).

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

Multimodal Claim Extraction for Fact-Checking

https://aclanthology.org/2026.wassa-1.22/ (2026).

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

Adaptive Governance for Health AI: A Policy and Regulatory Control Framework to Balance Innovation, Human Values, and Societal Well-Being

https://dl.acm.org/doi/10.1145/3793925 (2026).

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

Harnessing Artificial Intelligence to Enhance Political Finance Oversight

https://www.idea.int/publications/catalogue/harnessing-artificial-intelligence-enhance-political-finance-oversight (2026).

Tag(s): IP0004 - Electoral Oversight, Science Innovation and Technology

Reporting Guidelines for Large Language Models in Human–Robot Interaction

https://dl.acm.org/doi/10.1145/3777552 (2026).

Tag(s): Cornerstone, Governance Regulation and Policy

What are AI researchers worried about?

http://arxiv.org/abs/2603.06223 (2026).

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

Evaluating Defensive Influence in Multi-Agent Systems Using Graph Attention Networks

https://ieeexplore.ieee.org/document/11248003/ (2025).

Tag(s): RAi UK Leadership

The Alignment Bottleneck in Decomposition-Based Claim Verification

http://arxiv.org/abs/2602.10380 (2026).

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

DFPulse: The 2024 digital forensic practitioner survey

https://www.sciencedirect.com/science/article/pii/S2666281724001719 (2024).

Tag(s): Cornerstone, Defence and Security

Code, Capital, and Clusters: Understanding Firm Performance in the UK AI Economy

http://arxiv.org/abs/2602.06249 (2026).

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

Three Lessons from Citizen-Centric Participatory AI Design

http://arxiv.org/abs/2602.08554 (2026).

Tag(s): Cornerstone

Quantifying Query Fairness Under Unawareness

https://www.jair.org/index.php/jair/article/view/17675 (2026).

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

Analyzing and Enhancing Clarification Strategies for Ambiguous References in Consumer Service Interactions

https://aclanthology.org/2024.sigdial-1.25 (2024).

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

Move fast and break people? Ethics, companion apps, and the case of Character.ai

https://link.springer.com/10.1007/s00146-025-02408-5 (2025).

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

Young People and Older Adults’ Attitudes Towards Trust Online: Similar Concerns But Different Assessment Strategies

https://www.ssrn.com/abstract=4896415 (2024).

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

Overloaded by Information or Worried About Missing Out on It: A Quantitative Study of Stress, Burnout, and Mental Health Implications in the Digital Workplace

https://journals.sagepub.com/doi/10.1177/21582440241268830 (2024).

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

Evaluation and uptake of an online ADHD psychoeducation training for primary care health professionals: a four-year implementation report (Preprint)

http://preprints.jmir.org/preprint/59365 (2024).

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

Perception and appropriation of a web-based recovery narratives intervention: qualitative interview study

https://www.frontiersin.org/articles/10.3389/fdgth.2024.1297935/full (2024).

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

Counting cells can accurately predict small-molecule bioactivity benchmarks

https://www.nature.com/articles/s41467-026-68725-5 (2026).

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

Document-level Claim Extraction and Decontextualisation for Fact-Checking

https://aclanthology.org/2024.acl-long.645 (2024).

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

Automated Focused Feedback Generation for Scientific Writing Assistance

https://aclanthology.org/2024.findings-acl.580 (2024).

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

Power in AI: Inequality Within and Without the Algorithm

https://onlinelibrary.wiley.com/doi/10.1002/9781119800729.ch8 (2023).

Tag(s): RAi UK Leadership, Science Innovation and Technology

Can risks to fundamental rights arising from AI systems be 'managed' alongside health and safety risks? Implementing Article 9 of the EU AI Act

https://www.ssrn.com/abstract=5560783 (2025).

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

Responsible AI in policing

https://dl.acm.org/doi/10.1145/3686038.3686070 (2024).

Tag(s): Cornerstone, Defence and Security, IP0032 - TAS Hub and Good Systems, RAi UK Leadership

Generating Media Background Checks for Automated Source Critical Reasoning

https://aclanthology.org/2024.findings-emnlp.283 (2024).

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

Opening Up Human-Robot Collaboration

https://dl.acm.org/doi/10.1145/3757640 (2025).

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

Machines in the Margins: A Systematic Review of Automated Content Generation for Wikipedia

https://dl.acm.org/doi/10.1145/3757626 (2025).

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

Fair and equal | Fabian Society

https://fabians.org.uk/fair-and-equal (2025).

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

Can Democracy Survive AI?

https://sociologica.unibo.it/article/view/21108 (2025).

Tag(s): Governance Regulation and Policy, RAi UK Leadership

How Personal Value Orientations Influence Behaviors in Digital Citizen Science

https://dl.acm.org/doi/10.1145/3637341 (2024).

Tag(s): Cornerstone

Exploring the Relationship between Basic Psychological Needs and Motivation in Online Citizen Science

https://dl.acm.org/doi/10.1145/3702210 (2025).

Tag(s): Cornerstone

Luddites, literature, and LLMs

https://www.taylorfrancis.com/chapters/edit/10.4324/9781003255789-40/luddites-literature-llms-kate-devlin (2024).

Tag(s): Cultural and Creative Industries, RAi UK Leadership

Responsible Evaluation of AI for Mental Health

http://arxiv.org/abs/2602.00065 (2026).

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

FOAA: Flattened Outer Arithmetic Attention for Multimodal Tumor Classification

https://ieeexplore.ieee.org/document/10635901 (2024).

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

Deep learning models to map osteocyte networks from confocal microscopy can successfully distinguish between young and aged bone

https://dx.plos.org/10.1371/journal.pcbi.1013914 (2026).

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

Accelerating discovery through integration: a DFT validated machine learning framework for screening MOF photocatalysts

https://xlink.rsc.org/?DOI=D5TA08107F (2026).

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

A Standardised Pipeline for Patient-Specific Aortic Flow Modelling: Turbulent Flow Patterns in Transcatheter Aortic Valve Implantation Therapy

https://www.cinc.org/archives/2025/pdf/CinC2025-208.pdf (2025).

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

Learning to Imitate Spatial Organization in Multi-robot Systems

https://ieeexplore.ieee.org/document/10801662 (2024).

Tag(s): RAi UK Leadership

Artificial Intelligence (AI) and contemporary performance: developing an arts & humanities approach to AI

https://www.tandfonline.com/doi/full/10.1080/14794713.2025.2552603 (2025).

Tag(s): Cultural and Creative Industries, IA065 - RAKE

Participatory 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

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

Self-calibration for Language Model Quantization and Pruning

https://aclanthology.org/2025.naacl-long.509 (2025).

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

Automated generation of ablation lesion masks: a unison of electro and optic flow mapping for persistent AF virtual cohorts

https://academic.oup.com/europace/article/doi/10.1093/europace/euaf290/8371975 (2026).

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

Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance

https://aclanthology.org/2025.ijcnlp-long.41/ (2025).

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

An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift

http://arxiv.org/abs/2601.05882 (2026).

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

'Gen-AI for Cultural Heritage' Workshop Data 2024 October

https://researchdata.gla.ac.uk/id/eprint/2107 (2025).

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

Exploring the impact of ChatGPT on Wikipedia engagement

https://journals.sagepub.com/doi/10.1177/26339137251372599 (2025).

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

Robust Photo-Realistic Hand Gesture Generation: from Single View to Multiple View

https://dl.acm.org/doi/10.1145/3746027.3755828 (2025).

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

Automated Data Enrichment using Confidence-Aware Fine-Grained Debate among Open-Source LLMs for Mental Health and Online Safety

http://arxiv.org/abs/2512.06227 (2025).

Tag(s): KP0016 - AdSoLve

Mapping the Probabilistic AI Ecosystem in Criminal Justice in England and Wales

http://arxiv.org/abs/2512.04116 (2025).

Tag(s): Defence and Security, KP0003 - PROBabLE Futures

Best Practices for the Responsible Adoption of Generative AI in Higher Education

https://www.mdpi.com/2504-3900/114/1/6 (2025).

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

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

https://aclanthology.org/2025.acl-long.144 (2025).

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

Temporal reasoning for timeline summarisation in social media

https://aclanthology.org/2025.acl-long.1362/ (2025).

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

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

https://direct.mit.edu/tacl/article/doi/10.1162/TACL.a.43/133801/Adversarial-Defense-without-Adversarial-Defense (2025).

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

https://direct.mit.edu/tacl/article/doi/10.1162/TACL.a.44/133861/Safe-Pruning-LoRA-Robust-Distance-Guided-Pruning (2025).

Tag(s): Cornerstone

Achieving sustainability in urology: a consensus study by the European association of urology (EAU) section office

https://doi.org/10.1007/s00345-025-06084-4 (2025).

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

Entangled Voices: AI, Intra-action, and the Body Multiple in Creative Practice

https://livrepository.liverpool.ac.uk/3194561 (2025).

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

AI-guided patient stratification improves outcomes and efficiency in the AMARANTH Alzheimer’s Disease clinical trial

https://www.nature.com/articles/s41467-025-61355-3 (2025).

Tag(s): Enterprise Fellowship, Health and Wellbeing

Cautious optimism: public voices on medical AI and sociotechnical harm

https://www.frontiersin.org/articles/10.3389/fdgth.2025.1625747/full (2025).

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

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

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

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): Cornerstone

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

Bringing People Into AI

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

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

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): Cornerstone

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

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

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

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

Resisting AI Solutionism: Where Do We Go From Here?

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

Tag(s): Cornerstone

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

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

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

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): Cornerstone

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

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): Cornerstone

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

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

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

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): Cornerstone, Health and Wellbeing

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

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

Optimising Spatial Teamwork Under Uncertainty

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

Tag(s): RAi UK Leadership

Why dignity is a troubling concept for AI ethics

https://linkinghub.elsevier.com/retrieve/pii/S2666389925000558 (2025).

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

TAME Pain data release: using audio signals to characterize pain

https://www.nature.com/articles/s41597-025-04733-2 (2025).

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

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

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): Cornerstone

Privacy-Preserving Occupancy Estimation

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

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

What does it mean to trust a technology?

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

“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).

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).

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

Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking

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

Tag(s): KP0016 - AdSoLve, 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

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): Cornerstone

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

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

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): Cornerstone

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): Cornerstone

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): Cornerstone

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): Cornerstone

LOOM: a Privacy-Preserving Linguistic Observatory of Online Misinformation

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

Tag(s): Cornerstone

Ethical Alignment in Citizen-Centric AI

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

Tag(s): Cornerstone

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): Cornerstone

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): Cornerstone

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