Resources

What is the autonomous vehicle? In Proof of Stake: Claims to Technology. A Book of Organizational Objects

Chapter in academic handbook by Maya Indira Ganesh

A word on machine ethics. A response to Jiang et al

Paper by Maya Indira Ganesh

Cultural work in ‘AI Ethics and Society’ pedagogy: Some early reflections at the AI Cultures workshop

Paper by Maya Indira Ganesh

Resistance and refusal to algorithmic harms: Varieties of ‘knowledge projects.’

Academic Journal article by Maya Indira Ganesh

Between metaphor and meaning: AI and being human

Paper by Maya Indira Ganesh

Who makes AI?

Report

Dance and artificial intelligence-using or collaborating by Diego Marín

Report

Stochastic Flows and Geometric Optimization on the Orthogonal Group

Conference Paper by K Choromanski et al incl., Adrian Weller

AI and you: how confusion about the technology that runs our world threatens democracy

Newspaper Article by John Zerilli

Comment: Humans can’t escape accountability for decisions made by artificial intelligence

Newspaper Article by Adrian Weller

Multistakeholder Approaches to Explainable Machine Learning

Blog Post by M Andrus, Umang Bhatt

Imagining a Future with Intelligent Machines: A Middle Eastern and North African Perspective

Report by Kanta Dihal, Tomasz Hollanek, N Rizk, N Weheba, Stephen Cave

Pitfalls of Learning a Reward Function Online

Conference Paper by Stuart Armstrong, J Leike, L Orseau, S Legg

Co-designing Resources for Ethics Education in HCI

Conference Paper by G Pillai et al incl., Rafael Calvo

Now You See Me (CME): Concept-based Model Extraction

Conference Paper by D Kazhdan, B Dimanov, Mateja Jamnik, P Lio, Adrian Weller

Getting a CLUE: A method for explaining uncertainty estimates

Conference Paper by J Antoran et al, Umang Bhatt, Adrian Weller

Machine Learning and the Meaning of Equal Treatment

Conference Paper by J Simons, S Adams Bhatti, Adrian Weller

The Scientometrics of AI Benchmarks: Unveiling the Underlying Mechanics of AI Research

Conference Paper by P Barredo, José Hernández-Orallo, F Martinez-Plumed, Seán Ó hÉigeartaigh

Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices

Conference Paper by V Likhoshertov, J Davis, K Choromanski, Adrian Weller

Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training

Conference Paper by A Margeliou, N Simidjevski, Mateja Jamnik, Adrian Weller

Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch

Conference Paper by L Viano et al incl., Adrian Weller

Scientists Create Online Games to Show Risks of AI Emotion Recognition

Newspaper Article

PyCID: A Python Library for Causal Influence Diagrams

Conference Paper by J Fox, T Everitt, Ryan Carey, E Langlois, A Abate, M Woolridge

Do nonhuman animals have episodic memory?

Blog Post

Machine Learning Explainability for External Stakeholders

Conference Paper by Umang Bhatt, M Andrus, Adrian Weller, A Xiang

On the Fairness of Causal Algorithmic Recourse

Conference Paper by J von Kügelgen et al incl., Umang Bhatt, Adrian Weller

Horses can recognise themselves in a mirror – new study

Blog Post

‘Why and How Governments Should Monitor AI Development

Report by Jess Whittlestone

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Report by M Brundage et al incl., Haydn Belfield, Elizabeth Seger, Seán Ó hÉigeartaigh

Iterative Teaching by Label Synthesis

Conference Paper by Weiyang Liu, Z Liu, H Wang, L Paull, B Scholkopf, Adrian Weller

Agent Incentives: A Causal Perspective

Conference Paper by T Everitt, Ryan Carey, E Langlois, P A Ortega, S Legg

An Algorithmic Framework for Positive Action

Conference Paper by O Thomas, Miri Zilka, Adrian Weller, N Quadrianto

Effects of Uncertainty on the Quality of Feature Importance Estimates

Conference Paper by T Shaikhina, Umang Bhatt, R Zhang, K Georgatzis, A Xiang, Adrian Weller

Sub-Linear Memory: How to Make Performers SLiM

Conference Paper by V Likhoshertov, K Chromoanski, J Davis, X Song, Adrian Weller

Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making Using Confidence Thresholds

Conference Paper by M Bakker et al, Adrian Weller

Debiasing a First-order Heuristic for Approximate Bi-level Optimization

Conference Paper by V Likhoshertov, X Song, K Choromanski, J Davis, Adrian Weller

AI Will Always Love You

Chapter in edited volume by Stephen Cave, Kanta Dihal

A human–silkworm collaboration shows the way to sustainable design

Blog Post by Tomasz Hollanek

Tackling threats to informed decision- making in democratic societies: Promoting epistemic security in a technologically-advanced world.

Report by Elizabeth Seger, S Avin, G Pearson, M Briers, Seán Ó hÉigeartaigh

The Technology

Chapter in edited volume by John Zerilli, Adrian Weller

Learning with Hyperspherical Uniformity

Conference Paper by Weiyang Liu, R Lin, Z Liu, L Xiong, B Scholkopf, Adrian Weller

Rethinking Attention with Performers

Conference Paper by K Choromanski et al incl., Adrian Weller

AI & Pandemic Response: November 2020

Report by GPAI Sub-Working Group, Seán Ó hÉigeartaigh

Reading Minds & Reading Maps

Blog Post

AI is increasingly being used to identify emotions – here’s what’s at stake

Blog Post by A Albert

Comment on the EU's world-first AI regulation: ‘an historic opportunity'

Blog Post by Jess Whittlestone, Haydn Belfield, Matthijs Maas, John Burden, S Avin

Future Proof: The Opportunity to Transform the UK’s Resilience to Extreme Risks

Report by T Ord, A Mercer, S Dannreuther, C Nelson, G Lewis, P Millet, Jess Whittlestone, J Leung, M Anderljung, S Hilton, Haydn Belfield

Algorithmic sentencing: Drawing lessons from Human Factors research

Chapter in edited volume by John Zerilli

Orthogonal Over-Parameterized Training

Conference Paper by Weiyang Liu, R Lin, Z Liu et al incl., Adrian Weller

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

Conference Paper by Adrian Weller, Umang Bhatt

Let’s talk about digital death

Academic Journal article by Stephen Cave, K Nowaczyk-Basínska

Modern Psychometrics: The Science of Psychological Assessment

Monograph by John Rust, M Kosinki, D Stillwell

The adpatable mind

Monograph by John Zerilli

A Citizen's Guide to Artificial Intelligence

Monograph by J Danaher, John Zerilli, C Gavaghan, A Knott, J Liddicoat, M Noorman

Replication, Uncertainty and Progress in Comparative Cognition

Academic Journal article

Decision Theory and the Future of Artificial Intelligence

Edited Volume by Yang Liu, S Hartmann, Huw Price

The Societal Implications of Deep Reinforcement Learning

Academic Journal article by Jess Whittlestone, K Arulkumuran, Matthew McGill

Bridging the gap: the case for an ‘Incompletely Theorized Agreement’ on AI policy

Academic Journal article by Charlotte Stix, Matthijs Maas

Futures of Autonomous Flight: Using a Collaborative Storytelling Game to Assess Anticipatory Assumptions

Academic Journal article by Sarah Dillon, Olivia Belton

How Could We Know When a Robot Was a Moral Patient?

Academic Journal article by Henry Shevlin

Which Animals Matter?

Academic Journal article by Henry Shevlin

Advancing impact assessment for intelligent systems

Academic Journal article by Rafael Calvo, Dorian Peters, Stephen Cave

Rethinking creative intelligence: comparative psychology and the concept of creativity

Academic Journal article by Henry Shevlin

Non-human consciousness and the specificity problem: A modest theoretical proposal

Academic Journal article by Henry Shevlin

Using AI ethically to tackle covid-19

Academic Journal article by Stephen Cave, Jess Whittlestone, Rune Nyrup, Seán Ó hÉigeartaigh, Rafael Calvo

Artificial Intelligence and the Common Sense of Animals

Academic Journal article by Murray Shanahan, Matthew McGill, Benjamin Beyret, Lucy Cheke

Race and AI: the Diversity Dilemma

Academic Journal article by Stephen Cave, Kanta Dihal

An agent-based model clarifies the importance of functional and developmental integration in shaping brain evolution

Academic Journal article by Adrian Currie, A Shahar, S H Montgomery

Insightful artificial intelligence

Academic Journal article by Marta Halina

Artificial intelligence in nursing: Priorities and opportunities from an international invitational think-tank of the Nursing and Artificial Intelligence Leadership Collaborative

Academic Journal article by C Ronquillo et al., Rune Nyrup

AI transparency: a matter of reconciling design with critique

Academic Journal article by Tomasz Hollanek

“Vaccine Passports” May Backfire: Findings from a Cross-Sectional Study in the UK and Israel on Willingness to Get Vaccinated against COVID-19

Academic Journal article by T Porat, Ryan Burnell, Rafael Calvo, E Ford, P Paudyal, W L Baxter, A Parush

Public Health and Risk Communication During COVID-19—Enhancing Psychological Needs to Promote Sustainable Behavior Change Public Health

Academic Journal article by Rune Nyrup, T Porat, Rafael Calvo, P Paudyal, E Ford

‘Does “AI” stand for augmenting inequality in the era of covid-19 healthcare?

Academic Journal article by D Leslie, A Mazumder, A Peppin, M Wolters

Responsible AI -Two Frameworks for Ethical Design Practice

Academic Journal article by Dorian Peters, Karina Vold, Rafael Calvo, D Robinson

Decision Theory and the Future of Artificial Intelligence

Academic Journal article by Yang Liu, Huw Price, S Hartmann

Mortar and Pestle or Cooking Vessel? When Archaeology Makes Progress through Failed Analogies

Academic Journal article by Rune Nyrup

From General Principles to Procedural Values: Responsible Digital Health Meets Public Health Ethics

Academic Journal article by Rune Nyrup

Research Community Dynamics Behind Popular AI Benchmarks

Academic Journal article by F Martínez-Plumed et al., Seán Ó hÉigeartaigh

The Atlas of Intelligences

Report

Atlas of Intelligences White Paper

Report

Digital Ageism: Challenges and Opportunities in Artificial Intelligence for Older Adults

Academic Journal article by Charlene Hu, Rune Nyrup, Kathleen Leslie, Jiamin Shi, Andria Bianchi, Alexandra Lyn, Molly McNicholl, Shehroz Khan, Samira Rahimi, Amanda Grenier

Artificial intelligence can discriminate on the basis of race and gender, and also age

Academic Commentary by Charlene Chu, Kathleen Leslie, Rune Nyrup, Shehroz Khan

The Good Robot

Podcast by Eleanor Drage, Kerry McInerney (née Mackereth)

Narratives and Visions: SNF Nostos Conference 2021

Video Recording by Kanta Dihal

Debiasing a First-order Heuristic for Approximate Bi-level Optimization

Workshop Paper by Valerii Likhosherstov, Xingyou Song, Krzysztof Choromanski, Jared Davis, Adrian Weller

Now You See Me (CME): Concept-based Model Extraction

Workshop Paper by Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller

Getting a CLUE: A Method for Explaining Uncertainty Estimates

Workshop Paper

Editorial to “Decision theory and the future of AI”

Academic Journal article by Yang Liu, Stephen Hartmann, Huw Price

Rethinking Attention with Performers

Conference Paper by Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tamas Sarlos, Peter Hawkins, Jared Davis, Afroz Mohiuddin, Lukasz Kaiser, David Belanger, Lucy Colwell, Adrian Weller

Decoding digital Prejudice: AI for real humans’

Popular Journal article by Eleanor Drage

Research community dynamics behind popular AI benchmarks

Academic Journal article by Fernando Martínez-Plumed , Pablo Barredo, Seán Ó hÉigeartaigh, José Hernández-Orallo

The Good Robot: Maya Indira Ganesh on the Myth of Autonomy

Podcast by Maya Indira Ganesh, Eleanor Drage, Kerry McInerney (née Mackereth)

An Algorithmic Framework for Positive Action

Conference Paper by Oliver Thomas, Miri Zilka, Adrian Weller, Novi Quadrianto

Cloud Ethics book review

Book review by Tomasz Hollanek

Ex-centricity

Blog Post by Tomasz Hollanek

Imagining a Future with Intelligent Machines: A Middle Eastern and North African Perspective

Report by Kanta Dihal, Tomasz Hollanek, Nagla Rizk, Nadine Weheba, Stephen Cave

The Obert C. Tanner Lecture on Artificial Intelligence and Human Values - Professor Ruha Benjamin

Video Recording by Ruha Benjamin

White Mischief. Episode 2 - Kind of nightmarish

Sound Recording by Kanta Dihal

Race and AI: the Diversity Dilemma

Academic Journal article by Stephen Cave, Kanta Dihal

AI x Media Literacy: A Communication Problem? Ars Electronica

Video Recording by Kanta Dihal

Why and how Governments should monitor AI development

Paper by Jess Whittlestone, Jack Clark

The Good Robot: Kanta Dihal on Decolonising AI Narratives

Podcast by Eleanor Drage, Kanta Dihal, Kerry McInerney (née Mackereth)

A New AI Lexicon: AI Nationalism

Popular Journal article by Kerry McInerney (née Mackereth)

From General Principles to Procedural Values: Responsible Digital Health Meets Public Health Ethics

Academic Journal article by Rune Nyrup

PyCID: A Python Library for Causal Influence Diagrams

Conference Paper by James Fox, Tom Everitt, Ryan Carey, Eric Langlois, Alessandro Abate, Michael Wooldridge

Sunday Feature: The Puppet’s Gaze’

Sound Recording by Kanta Dihal

How Could We Know When a Robot was a Moral Patient?

Academic Journal article by Henry Shevlin

On the Fairness of Causal Algorithmic Recourse

Workshop Paper by Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt, Isabel Valera, Adrian Weller, Bernhard Schölkopf

Iterative Teaching by Label Synthesis. In Neural Information Processing Systems

Conference Paper by Weiyang Liu, Zhen Liu, Hanchen Wang, Liam Paull, Bernhard Schölkopf, Adrian Weller

Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch

Workshop Paper by Luca Viano, Yu-Ting Huang, Parameswaran Kamalaruban, Adrian Weller, Volkan Cevher

Co-designing Resources for Ethics Education in HCI

Conference Paper by Ajit G Pillai, A Baki Kocaballi, Tuck Wah Leong, Rafael Calvo, Nassim Parvin, Katie Shilton, Jenny Waycott, Casey Fiesler, John C. Havens, Naseem Ahmadpour

A Citizen's Guide To Artificial Intelligence - With John Zerilli in conversation with Bernard Marr

Video Recording by John Zerilli, Bernard Marr

Shannon Vallor in conversation with John Zerilli: A Citizen's Guide to Artificial Intelligence

Video Recording by John Zerilli, Shannon Vallor

Replication, uncertainty and progress in comparative cognition

Academic Journal article

A Citizen's Guide to Artificial Intelligence: John Zerilli, Karina Vold, Jonnie Penn in conversation

Video Recording by John Zerilli, Karina Vold, Jonnie Penn

CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices

Workshop Paper by Valerii Likhosherstov, Jared Davis, Krzysztof Choromanski, Adrian Weller

Research Comms Podcast: Interview: Dr Kanta Dihal

Podcast by Kanta Dihal

AI is increasingly being used to identify emotions – here’s what’s at stake

Popular Journal article by Alexandra Albert

A Citizen's Guide to Artificial Intelligence: Get Your AI On!

Podcast by John Zerilli

Mind over Chatter: What is the future of artificial intelligence?

Podcast by Beth Singler, John Zerilli

Horses can recognise themselves in a mirror – new study

Mind over Chatter: What would a more just future look like?

Podcast

Cambridge Festival: Suffer the little robots? The moral and legal status of artificial beings

Video Recording by Henry Shevlin

Cambridge Festival: From bees to bots: exploring the space of possible minds.

Video Recording by Henry Shevlin

Learning with Hyperspherical Uniformity

Workshop Paper by Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf , Adrian Weller

Cambridge Festival: Imagining Things

Video Recording by Henry Shevlin

Orthogonal Over-Parameterized Training

Workshop Paper by Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Liam Paull, Li Xiong, Le Song, Adrian Weller

Mind Over Chatter: What did the Future look like in the Past?

Podcast by Joshua Nall, Caroline Bassett, Jonnie Penn, Nick Saffell, Naomi Clements-Brod, James Dolan

A Citizen's Guide to Artificial Intelligence

Video Recording by John Zerilli, Jess Whittlestone

Why AI needs [bodies with] Needs (but we might not want them to have them)

Video Recording by Lucy Cheke

Minimal Embodiment is all you need but you need it all

Video Recording by Matthew McGill

Does “AI” stand for augmenting inequality in the era of covid-19 healthcare?

Academic Journal article by David Leslie, Anjali Mazumder, Aidan Peppin, Maria K Wolters

Using AI ethically to tackle covid-19

Academic Journal article by Stephen Cave, Jess Whittlestone, Rune Nyrup, Seán Ó hÉigeartaigh, Rafael Calvo

AI and you: how confusion about the technology that runs our world threatens democracy

Should the government play a role in reducing algorithmic bias?

Video Recording by Adrian Weller

Language, Reason and Building a Machine that Can Spot Fallacies

Blog Post by Christopher Brennan, Henry Shevlin

The Societal Implications of Deep Reinforcement Learning

Academic Journal article by Jess Whittlestone, Kai Arulkumaran, Matthew McGill

Philosophy Exchange Podcast: Values in Artificial Intelligence

Podcast by Rune Nyrup, Demetra Brady

A human–silkworm collaboration shows the way to sustainable design

Popular Journal article by Tomasz Hollanek

How to talk to robots - The road to a people powered, AI-enabled future with Tabitha Goldstaub

Video Recording by Tabitha Goldstaub, Adrian Weller

Cats don’t avoid strangers who behave badly towards their owners, unlike dogs

Canaries in Technology Mines: Warning Signs of Transformative Progress in AI

Academic Journal article by Carla Zoe Cremer, Jess Whittlestone

The Scientometrics of AI Benchmarks: Unveiling the Underlying Mechanics of AI Research

Workshop Paper by Pablo Barredo, José Hernández-Orallo, Fernando Martínez-Plumed, Seán Ó hÉigeartaigh

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

Workshop Paper by Umang Bhatt, Javier Antorán, Yunfeng Zhang, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Madhulika Srikumar, Adrian Weller, Alice Xiang

Overcoming Barriers to Cross-cultural Cooperation in AI Ethics and Governance

Academic Journal article by Seán Ó hÉigeartaigh, Jess Whittlestone, Yang Liu, Yi Zeng, Zhe Liu

Effects of Uncertainty on the Quality of Feature Importance Estimates

Workshop Paper by Torgyn Shaikhina, Umang Bhatt, Roxanne Zhang, Konstantinos Georgatzis, Alice Xiang, Adrian Weller

Agent Incentives: A Causal Perspective

Workshop Paper by Tom Everitt, Ryan Carey, Eric Langlois, Pedro A. Ortega, Shane Legg

Insightful artificial intelligence

Academic Journal article by Marta Halina

Non‐human consciousness and the specificity problem: A modest theoretical proposal

Academic Journal article by Henry Shevlin

Bridging the gap: the case for an ‘Incompletely Theorized Agreement’ on AI policy

Academic Journal article by Charlotte Stix, Matthijs Maas

House of Lords Risk Assessment and Risk Planning Committee

Video Recording by Caroline Gorksi, John Thornhill, Simon Beard, Stephen Cave

Futures of Autonomous Flight: Using a Collaborative Storytelling Gameto Assess Anticipatory Assumptions

Academic Journal article by Olivia Belton, Sarah Dillon

Sub-Linear Memory: How to Make Performers SLiM

Workshop Paper by Valerii Likhosherstov, Krzysztof Choromanski, Jared Davis, Xingyou Song, Adrian Weller

Ai & Pandemic Response Sub-Working Group Report

Report by Global Partnership on Artificial Intelligence (GPAI), Seán Ó hÉigeartaigh

Let’s talk about digital death.

Academic Review Article by Katarzyna Nowaczyk-Basińska, Stephen Cave

Global Partnership on AI (GPAI) Montreal Summit 2020

Video Recording by Seán Ó hÉigeartaigh

AI trends to watch during the Covid-19 recovery

Video Recording by Seán Ó hÉigeartaigh

Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training

Workshop Paper by Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik, Adrian Weller

The ironies of autonomy

Academic Journal article by Maya Indira Ganesh

Always on my mind

Popular Journal article by Megan Welford, Adrian Weller, Stephen Cave, Kanta Dihal, Jess Whittlestone

AI Narratives in Contemporary Chinese Science Fiction

Video Recording by Song Bing, Kanta Dihal, Wu Yang, Zhang Feng, Hao Jingfang, Baoshu , Chen Qiufan, Feidao, Wang Yao

Public Health and Risk Communication During COVID-19—Enhancing Psychological Needs to Promote Sustainable Behavior Change

Academic Journal article by Talya Porat, Rune Nyrup, Rafael Calvo, Priya Paudyal, Elizabeth Ford

AI transparency: a matter of reconciling design with critique

Academic Journal article by Tomasz Hollanek

Tackling threats to informed decision- making in democratic societies: Promoting epistemic security in a technologically-advanced world

Report by Elizabeth Seger, Shahar Avin, Gavin Pearson, Mark Briers, Seán Ó hÉigeartaigh, Helena Bacon

Artificial Intelligence and the Common Sense of Animals

Academic Journal article by Murray Shanahan, Matthew McGill, Benjamin Beyret, Lucy Cheke

Machine Learning Explainability for External Stakeholders

Workshop Paper by Umang Bhatt, McKane Andrus , Adrian Weller, Alice Xiang

Stochastic Flows and Geometric Optimization on the Orthogonal Group

Conference Paper by Krzysztof Choromanski, David Cheikhi , Jared Davis , Valerii Likhosherstov , Adrian Weller

Leveraging Data Science To Combat COVID-19: A Comprehensive Review

Academic Journal article by Siddique Latif, Muhammad Usman, Sanaullah Manzoor, Adrian Weller

Untangling Privacy: Losses Versus Violations

Academic Journal article by Jeffrey M. Skopek

Pitfalls of Learning a Reward Function Online

Workshop Paper by Stuart Armstrong, Jan Leike, Laurent Orseau, Shane Legg

AI Paradigms and AI Safety: Mapping Artefacts and Techniques to Safety Issues

Conference Paper by José Hernández-Orallo, Fernando Martınez-Plumed, Shahar Avin, Jess Whittlestone, Seán Ó hÉigeartaigh

The Animal-AI Testbed and Competition

Academic Journal article by Matthew McGill, Benjamin Beyret, Murray Shanahan, José Hernández-Orallo, Lucy Cheke, Marta Halina

Review of: Orphan Black: Performance, Gender, Biopolitics, Andrea Goulet and Robert A. Rushing (eds) (2018)

Book review by Olivia Belton

Whiteness of AI: Digital Planet - BBC World Service

Podcast by Kanta Dihal

The Whiteness of AI

Academic Journal article by Stephen Cave, Kanta Dihal

Building Thinking Machines by Solving Animal Cognition Tasks

Academic Journal article by Matthew McGill

General Intelligence: An Ecumenical Heuristic for Artificial Consciousness Research?

Academic Journal article by Henry Shevlin

Multistakeholder Approaches to Explainable Machine Learning

Blog Post by McKane Andrus, Umang Bhatt, Alice Xiang

Evaluating and Aggregating Feature-based Model Explanations

Conference Paper by Umang Bhatt, Adrian Weller, Jose M. F. Moura

Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks

Conference Paper by Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller

“Explaining” machine learning reveals policy challenges

Popular Journal article by Diane Coyle, Adrian Weller

If AI is going to help us in a crisis, we need a new kind of ethics

Popular Journal article by Will Douglas Heaven, Jess Whittlestone

Artificial intelligence in a crisis needs ethics with urgency

Academic Journal article by Asaf Tzachor, Jess Whittlestone, Lalitha Sundaram, Seán Ó hÉigeartaigh

Pain, placebo, and cognitive penetration

Academic Journal article by Henry Shevlin, Phoebe Friesen

Consultation on the White Paper on AI – a European approach

Evidence Submission by Haydn Belfield, Seán Ó hÉigeartaigh, Matthijs Maas, Jess Whittlestone

Global Cambridge webinar: AI and power

Video Recording by Seán Ó hÉigeartaigh, Kanta Dihal, Stephen Toope

The problems that AI Science fiction has caused

Podcast by Tonii Leach

Algorithms associating appearance and criminality have a dark past

Popular Journal article by Catherine Stinson

Tools for Wellbeing-Supportive Design: Features, Characteristics, and Prototypes

Academic Journal article by Dorian Peters, Naseem Ahmadpour, Rafael Calvo

AI Research with the Potential for Malicious Use: Publication Norms and Governance Considerations

Chapter in report by Seán Ó hÉigeartaigh

"Identity and Narratives of AI" Speculation and Percolation: TORCH, University of Oxford.

Video Recording by Kanta Dihal

What is "responsible AI"? Christina Demetriades

Film by Christina Demetriades

Towards a History of Artificial Intelligence

Video Recording by Stephanie Dick, Matthew L. Jones, Jonnie Penn, Aaron Plasek

Counterfactual Accuracies of Alternative Models

Workshop Paper by Umang Bhatt, Muhammad Bilal Zafar, Krishna Gummadi, Adrian Weller

Getting a CLUE: A Method for Explaining Uncertainty Estimates

Workshop Paper by Javier Antoran, Umang Bhatt, Tameem Adel Hesham, Adrian Weller, Jose Miguel Hernandez-Lobato

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Report by Miles Brundage, Shahar Avin, Jasmine Wang, Haydn Belfield, Gretchen Krueger

Health surveillance during covid-19 pandemic

Academic Journal article by Rafael Calvo, Sebastian Deterding, Richard M Ryan

Current controversies in the cognitive science of short-term memory

Academic Journal article by Henry Shevlin

Responsible AI—Two Frameworks for Ethical Design Practice

Academic Journal article by Dorian Peters, Karina Vold, Diana Robinson, Rafael Calvo

Defining Artificial Intelligence: Resilient Experts, Fragile Geniuses, and the Potential of Deep Reinforcement Learning

Academic Journal article by Matthew McGill, Henry Shevlin

Knowledge Creation and its Risks - David Deutsch on AGI

Video Recording by David Deutsch, Clifford Siskin

Which Animals Matter? Comparing Approaches to Psychological Moral Status in Nonhuman Systems

Academic Journal article by Henry Shevlin

AI reflections in 2019

Academic Journal article by Henry Shevlin, Kanta Dihal, Seán Ó hÉigeartaigh, Stephen Cave

You shouldn't trust me: Learning models which conceal unfairness from multiple explanation methods

Conference Paper by Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller

AI Narratives: A History of imaginative Thinking about Intelligent Machines

Edited Volume by Stephen Cave, Kanta Dihal, Sarah Dillon

Beyond Near- and Long-Term: Towards a Clearer Account of Research Priorities in AI Ethics and Society

Conference Paper by Carina Prunkl, Jess Whittlestone

Advancing impact assessment for intelligent systems

Academic Journal article by Rafael Calvo, Dorian Peters, Stephen Cave

Metaphors of patriarchy in Orphan Black and Westworld

Academic Journal article by Olivia Belton

The Leverhulme CFI Podcast - Nicky Clayton

Podcast by Nicky Clayton, Marta Halina

Artificial Intelligence and Robotization

Chapter in academic handbook by Martina Kunz, Seán Ó hÉigeartaigh

(When) Is Truth-telling Favored in AI Debate?

Workshop Paper by Vojtěch Kovařík, Ryan Carey

Supporting human autonomy in AI systems: A framework for ethical enquiry

Chapter in academic handbook by Rafael Calvo, Dorian Peters, Karina Vold, Richard M.Ryan

Privacy, Autonomy, and Personalised Targeting: rethinking how personal data is used

Paper by Karina Vold, Jess Whittlestone

The Problem with Intelligence: Its Value-Laden History and the Future of AI

Conference Paper by Stephen Cave

Lost in the house of tomorrow: Berlin’s newest museum

Academic Journal article by Stephen Cave

Algorithmic Decision‑Making and the Control Problem

Academic Journal article by John Zerilli, Alistair Knott, James Maclaurin, Colin Gavaghan

Neural Redundancy and Its Relation to Neural Reuse

Academic Journal article by John Zerilli

The Leverhulme CFI Podcast - Toshie Takahashi

Podcast by Toshie Takahashi, Beth Singler

The Leverhulme CFI Podcast - Rafael Calvo and Dorian Peters

Podcast by Rafael Calvo, Dorian Peters, Anna Alexandrova

The Leverhulme CFI Podcast - Daniel Dennett

Podcast by Daniel Dennett, Henry Shevlin

Human Augmentation

Podcast by Karina Vold, Thomas Bohne

An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision

Conference Paper by Hanchen Wang, Nina Grgić-Hlača, Preethi Lahoti, Krishna P. Gummadi, Adrian Weller

DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning

Workshop Paper by Michiel A. Bakker, Duy Patrick Tu, Humberto Riverón Valdés, Krishna P. Gummadi, Kush R. Varshney, Adrian Weller, Alex ‘Sandy’ Pentland

Explainable Machine Learning in Deployment

Conference Paper by Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley

How we can extend our minds with AI

Podcast by Karina Vold, John Danaher

Exploring Properties of the Deep Image Prior

Workshop Paper by Andreas Kattamis, Tameem Adel Hesham, Adrian Weller

Defining and Unpacking Transformative AI

Conference Paper by Ross Gruetzemacher, Jess Whittlestone

AI and data governance from principles to practice: auto insurance. Workshop report September 2018

Report by The Royal Society, Adrian Weller

The tension between openness and prudence in responsible AI research

Conference Paper by Jess Whittlestone, Aviv Ovadya

The limits of machine intelligence

Academic Journal article by Henry Shevlin, Karina Vold, Matthew McGill, Marta Halina

Autonomous Flight: Interview with Olivia Belton

Podcast by Olivia Belton

Five Ways AI Is Not Like The Manhattan Project (And One Way It Is)

Popular Journal article by Marta Halina, Joseph D. Martin

Reducing malicious use of synthetic media research: Considerations and potential release practices for machine learning

Paper by Aviv Ovadya, Jess Whittlestone

Matthew Crosby: The Animal-AI Olympics - London Machine Learning Meetup

Video Recording by Matthew McGill

Norms for Communication and Digital Technologies, a public lecture by Onora O'Neill

Video Recording by Onora O'Neill

The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

Conference Paper by Niki Kilbertus, Philip J. Ball, Matt J. Kusner, Adrian Weller, Ricardo Silva

"How smart could AI get?" BBC Radio 4, Today Programme

Sound Recording by Seán Ó hÉigeartaigh

The potential harms of online targeting

Evidence Submission by Jess Whittlestone, Karina Vold, Anna Alexandrova

AI and Gender: Four Proposals for Future Research

Report by Clementine Collett, Sarah Dillon

The Margaret Boden Lecture 2019: Professor Daniel Dennett

Video Recording by Daniel Dennett

Gender and AI Panel - CogX 2019

Video Recording by Carly Kind, Kanta Dihal, Gina Neff, Clemi Collett, Maria Axente, Sarah Dillon

TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning

Conference Paper by Tameem Adel Hesham, Adrian Weller

Why Value Judgements Should Not Be Automated

Evidence Submission by Rune Nyrup, Jess Whittlestone, Stephen Cave

257challenge accepted: The Animal-AI Olympics

Academic Journal article by Matthew McGill, Benjamin Beyret, Marta Halina

Apply rich psychological terms in AI with care

Academic Journal article by Henry Shevlin, Marta Halina

Ethically Aligned Design, First Edition: A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems (EAD1e)

Report by IEEE

Artificial Intelligence/Robots and Social Impacts: Is Human First Innovation Wishful Thinking?

Academic Journal article by Toshie Takahashi

Minds in the deep: Octopuses as conscious exotica

Sound Recording by Marta Halina

Ghost in the Machine

Film by Beth Singler, DragonLight Films

Testing the vertical and cyber-physical integration of cognitive robots in manufacturing

Academic Journal article by Volker Kreuger, Francesco Rovido, Bjarne Grossman, Ronald Petrick, Matthew McGill, Arnaud Chazoule, German Martin Garcia, Sven Behnke, Cesar Toscano, Germano Veiga

Good in the Machine

Film by Beth Singler, Dragonlight Films

BBC Radio 4 The Today Programme: AI Special

Sound Recording by Sarah Dillon

AI: Life in the age of intelligent machines

Film by Seán Ó hÉigeartaigh, Sarah Dillon, Zoubin Ghahramani, Stephen Cave

The Leverhulme CFI Podcast - Londa Schiebinger

Podcast by Londa Schiebinger, Sarah Dillon

The Pineapple Report: Youth in Europe Face the Fourth Industrial Revolution

Report by Jonnie Penn, John Lisney, Gonçalves Gil Manuel

The Case for Extended Intelligence

Report by The Council on Extended Intelligence (IEEE), Jonnie Penn

Surveying Safety-relevant AI Characteristics

Conference Paper by José Hernández-Orallo, Fernando Martınez-Plumed, Shahar Avin, Seán Ó hÉigeartaigh

Response to the Centre for Data Ethics and Innovation

Report by Jess Whittlestone, Charlotte Stix

Ethical and Societal Implications of Algorithms, Data, and Artificial Intelligence: A Roadmap for Research

Report by Jess Whittlestone, Rune Nyrup, Anna Alexandrova, Kanta Dihal, Stephen Cave

Challenges for Transparency

Conference Paper by Adrian Weller

The Role and Limits of Principles in AI Ethics: Towards a Focus on Tensions

Conference Paper by Jess Whittlestone, Rune Nyrup, Anna Alexandrova, Stephen Cave

One-network Adversarial Fairness

Conference Paper by Tameem Adel Hesham, Isabel Valera, Zoubin Ghahramani, Adrian Weller

Narratives and Artificial Intelligence

Sound Recording by Stephen Cave, Sarah Dillon, Beth Singler, Kanta Dihal

To build conscious machines, focus on general intelligence: a framework for the assessment of consciousness in biological and artificial systems

Conference Paper by Henry Shevlin

Hopes and fears for intelligent machines in fiction and reality

Academic Journal article by Stephen Cave, Kanta Dihal

Why Artificial Consciousness Matters

Conference Paper by Matthew McGill

Bridging near- and long-term concerns about AI

Academic Journal article by Stephen Cave, Seán Ó hÉigeartaigh

AI Extenders: The Ethical and Societal Implications of Humans Cognitively Extended by AI

Conference Paper by José Hernández-Orallo, Karina Vold

Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour

Report by Emilia Gomez et al, José Hernández-Orallo, Karina Vold

What Apes Know About Seeing in Routledge Handbook of Philosophy of Animal Minds (2017) eds. K Andrews & J Beck

Chapter in academic handbook by Marta Halina

A Survey of the European Union’s Artificial Intelligence ecosystem

Report by Charlotte Stix

AI slaves: the questionable desire shaping our idea of technological progress

Popular Journal article by Beth Singler

fAIth

Popular Journal article by Beth Singler

Intelligence: a history

Brutality is common in video games, but not sexual violence. Why?

Popular Journal article by Henry Shevlin

Motivations and Risks of Machine Ethics

Academic Journal article by Stephen Cave, Rune Nyrup, Karina Vold, Adrian Weller

Overcoming Deadlock: Scientific and ethical reasons to embrace the extended mind

Academic Journal article by Karina Vold

AIs could debate whether a smart assistant should snitch on you

Popular Journal article by Beth Singler

Berggruen China Center Interview with Professor Huw Price on Technology and the Future of Humanity

Video Recording by Berggruen Institute China Center, Huw Price

Online Symposium: Chinese Thinking on AI Security in Comparative Context

Blog Post by Charlotte Stix

Gendered Innovations in Machine Learning and Robotics: Public Lecture

Video Recording by Londa Schiebinger, Gina Neff

Long-Term Trajectories of Human Civilization

Academic Journal article by Seth D. Baum, Stuart Armstrong, Timoteus Ekenstedt, Olle Häggström, Robin Hanson, Karin Kuhlemann, Matthijs Maas, James D. Miller, Markus Salmela, Anders Sandberg, Kaj Sotala, Phil Torres, Alexey Turchin, Roman V. Yampolskiy

“Scary Robots”: Examining Public Responses to AI

Conference Paper by Stephen Cave, Kate Coughlan, Kanta Dihal

To save us from a Kafkaesque future, we must democratise AI

Newspaper Article by Stephen Cave

The Incentives that Shape Behaviour

Workshop Paper by Ryan Carey, Eric Langlois, Tom Everitt, Shane Legg

The Future of Artificial Intelligence: Views from History

Video Recording by Sarah Dillon, Margaret Boden, Murray Shanahan, Simon Schaffer, Nathan Ensmenger, Pamela McCorduck

AI thinks like a corporation—and that’s worrying

Portrayals and Perceptions of AI and why they matter

Report by Claire Craig, Stephen Cave, Kanta Dihal, Sarah Dillon, Jess Montgomery, Beth Singler, Lindsay Taylor

Free speech and non-human speakers: Public Event

Video Recording by David Runciman, Rae Langton, Philip Pettit, Toni Erskine

Can we understand other minds? Novels and stories say: no

AI and Data-driven Targeting

Report by Karina Vold, Jess Whittlestone, Anunya Bahanda, Stephen Cave

Not null enough: pseudo-null hypotheses in community ecology and comparative psychology

Academic Journal article by William Bausman, Marta Halina

Responsibly deploying AI in the immigration process

Popular Journal article by Diana Robinson, Karina Vold

BBC World Service: CrowdScience - Why Does History Repeat Itself?

Sound Recording by Karina Vold

Ancient dreams of intelligent machines: 3,000 years of robots

Academic Journal article by Stephen Cave, Kanta Dihal

Of Water Drops and Atomic Nuclei: Analogies and Pursuit Worthiness in Science

Academic Journal article by Rune Nyrup

Blind Justice: Fairness with Encrypted Sensitive Attributes

Conference Paper by Niki Kilbertus, Adria Gascon, Matt Kusner, Michael Veale, Krishna P. Gummadi, Adrian Weller

Can AI be creative? Cogx 2018 - Panel

Video Recording by Sarah Dillon, Margaret Boden

Conscious exotica

Popular Journal article by Murray Shanahan

The Leverhulme CFI Podcast - Peter Godfrey-Smith

Podcast by Peter Godfrey-Smith, Marta Halina

The Margaret Boden Lecture 2018: Professor Margaret Boden

Video Recording by Margaret Boden

The Off-Switch Game

Conference Paper by Dylan Hadfield-Menell, Anca Dragan, Pieter Abbeel, Stuart Russell

The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI

Conference Paper by Fernando Martınez-Plumed, Bao Sheng Loe, Peter Flach, Seán Ó hÉigeartaigh, Karina Vold, José Hernández-Orallo

On the Influence of Literature on Science

Academic Journal article by Sarah Dillon

"Stop the Terminator Chat" - How to Talk about AI And Avoid the Pitchfork Moment: CogX 2018

Video Recording by Sarah Dillon, Sally Davies, Arohi Jain Rajvanshi, Claire Craig

AI Narratives: A Prelude to the Stopping of the Pitchforks: CogX 2018

Sound Recording by Stephen Cave, Kanta Dihal

Accounting for the Neglected Dimensions of AI Progress

Academic Journal article by Fernando Martınez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Seán Ó hÉigeartaigh, José Hernández-Orallo

Augmented Intelligence

Video Recording by Karina Vold, James Hewitt, Martha Imprialou

Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction

Conference Paper by Nina Grgić-Hlača, Elissa M. Redmiles, Krishna P. Gummadi, Adrian Weller

The goal of ape pointing

Academic Journal article by Marta Halina, Katja Liebal, Michael Tomasello

Dungeons and Dragons, not chess and Go: why AI needs roleplay

Popular Journal article by Beth Singler

Purple Feed: Identifying High Consensus News Posts on Social Media

Conference Paper by Mahmoudreza Babaei, Juhi Kulshrestha, Abhijnan Chakraborty, Fabrıcio Benevenuto, Krishna P. Gummadi, Adrian Weller

Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning

Conference Paper by Nina Grgić-Hlača, Muhammad Bilal Zafar, Krishna P. Gummadi, Adrian Weller

Are ‘you’ just inside your skin or is your smartphone part of you?

Octopuses as conscious exotica

Academic Review Article by Marta Halina

Want To Know What The End Of The World Looks Like? Look On Your Bookshelf

From Homer to Hal: 3,000 years of AI Narratives

Popular Journal article by Sarah Dillon, Kanta Dihal, Beth Singler

Living with AI

Popular Journal article by Huw Price, Karina Vold

Discovering interpretable representations for both deep generative and discriminative models

Conference Paper by Tameem Adel Hesham, Zoubin Ghahramani, Adrian Weller

From Parity to Preference-based Notions of Fairness in Classification

Conference Paper by Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rodriguez, Krishna P. Gummadi, Adrian Weller

BBC Radio 4 Start the Week: Blood, guts and swearing robots

Sound Recording by Beth Singler

Of, for, and by the people: the legal lacuna of synthetic persons

Academic Journal article by Joanna J. Bryson, Mihailis E. Diamantis, Thomas D Grant

What is machine learning? Professor Zoubin Ghahramani

Film by Zoubin Ghahramani

Will humans be replaced by machines? Cassian Harrison

Film by Cassian Harrison

What is the purpose of AI? Professor Stuart Russell

Film by Stuart Russell

How can AI systems be designed ethically? Alan Winfield

Film by Alan Winfield

What is artificial intelligence? Professor Murray Shanahan

Film by Murray Shanahan

How is AI represented in films? Dr Sarah Dillon

Film by Sarah Dillon

How can AI systems align with human values? Professor Francesca Rossi

Film by Francesca Rossi

CFI Conference - July 2017

Video Recording

What is the Leverhulme Centre for the Future of Intelligence?

Film by Murray Shanahan, Stuart Russell, Francesca Rossi, Alan Winfield, Zoubin Ghahramani, Julian Huppert

When children are more intelligent than adults: Theory formation, causal models, and the evolution of learning: Professor Alison Gopnik

Video Recording by Alison Gopnik

Mapping Intelligence: Requirements and Possibilities

Conference Paper by Anna Alexandrova, Shahar Avin, Stephen Cave, Lucy Cheke, Matthew McGill, Jan Feyereisl, Marta Halina, Bao Sheng Loe, Seán Ó hÉigeartaigh, Fernando Martinez-Plumed, Huw Price, Henry Shevlin, Adrian Weller, Alan Winfield, José Hernández-Orallo

Friend in the Machine

Film by Beth Singler, DragonLight Films

Mechanistic explanation and its limits in Routledge Handbook of Philosophy of Mechanisms (2017) eds. S Glennan & P Illari

Chapter in academic handbook by Marta Halina

Domains of generality

Academic Commentary by Andrew Buskell, Marta Halina

LCFI Launch: Stephen Hawking

Video Recording by Stephen Hawking

Now it’s time to prepare for the Machinocene

Company Law and Autonomous Systems: A Blueprint for Lawyers, Entrepreneurs and Regulators

Academic Journal article by Shawn J. Bayern, Thomas Burri, Thomas D Grant, Daniel M Häusermann, Florian Möslein, Richard Williams

Would you hand over a decision to a machine?

Chapter in edited volume by Seán Ó hÉigeartaigh

Pain in the Machine

Film by Beth Singler, DragonLight Films