Name: How to train your robot by University of Cambridge in AI & Cognitive Science
Duration: 44 min 13 s
Description: We live in a world surrounded by computers, and increasingly also robotics. But how do we get these machines to do what we want? Find out with Philip Garsed and Rachel Garsed in this fun and interactive demonstration, as they try to program their (suspiciously life-like...) robot to carry out a simple task.

AI & Cognitive Science

What is the future of religion?

Rory Cellan-Jones talks to Iza Hussin and Paul Seabright about recent trends in world religions, the interplay between politics and religion, and the economics of religion.

This episode unpacks the widespread belief that religion is in decline and explores why this view is mistaken. Leading experts discuss the intersection between religion and politics, the rivalry within and between religions, and how wider socioeconomic trends are both impacted by and impacting religious movements. 

This episode is hosted by Rory Cellan-Jones (former technology correspondent for the BBC), and features guest experts Iza Hussin (University of Cambridge) and Paul Seabright (IAST). 

Season 2 Episode 10 transcript

For more information about the podcast and the work of the institutes, visit our websites at https://www.bennettinstitute.cam.ac.uk/ and https://www.iast.fr/.

Tweet us with your thoughts at @BennettInst and @IASToulouse



Audio production by Steve Hankey

Associate production by Stella Erker

Visuals by Tiffany Naylor

What is the future of religion?

Rory Cellan-Jones talks to Ingela Alger (IAST) and Flavio Toxvaerd (University of Cambridge) about the drivers of research silos, the merits of conducting interdisciplinary research and how to overcome disciplinary divides.

This episode takes a look at why academic research is trapped in research silos. Ingela Alger (IAST) and Flavio Toxvaerd (University of Cambridge) talk to Rory Cellan-Jones, about the challenges faced in conducting interdisciplinary research. They emphasize the significant benefits that interdisciplinarity can bring and share insight into how to foster an interdisciplinary research culture for better results. 

Listen to this episode on your preferred podcast platform

Season 3 Episode 2 transcript

For more information about this podcast series and the work of the institutes, visit our websites at https://www.bennettinstitute.cam.ac.uk/ and https://www.iast.fr/

Tweet us with your thoughts at @BennettInst and @IASToulouse.

With thanks to:

Audio production – Steve Hankey
Associate production –  Stella Erker
Visuals – Tiffany Naylor


More about our host and guests:
Rory Cellan-Jones was a technology correspondent for the BBC. His 40 years in journalism have seen him take a particular interest in the impact of the internet and digital technology on society and business. He has also written multiple books, including his latest “Always On” which was published in 2021. @ruskin147

Ingela Alger is a CNRS Senior Scientist (DR) in Economics, and the current Director of the Institute for Advanced Study in Toulouse (IAST) as well as the Chair of the Department in Social and Behavioral Sciences. Her research, which has been published in international peer-reviewed journals such as the American Economic Review, Econometrica, and PNAS, focuses on the evolutionary foundations of human preferences, when these are transmitted from generation to generation and are subject to selection. She is particularly interested in the evolutionary foundations of morality and distributional preferences, as well as preferences guiding family-related behaviors. She has been awarded numerous grants, notably ANR Chaire d’Excellence 2012-2017, and ERC Advanced Grant 2019-2023. In 2022 she was awarded the CNRS Silver Medal. @ingelaalger 

Flavio Toxvaerd is a Professor of Economics and Public Policy at the Faculty of Economics, University of Cambridge, a Fellow of Clare College and an Affiliated Researcher with the Bennett Institute for Public Policy. He serves as UKRI Policy Fellow in Competition and Productivity Economics with the Competition and Markets Authority. His research and teaching interests are in microeconomics and game theory with applications, including industrial organisation, competition policy and economic epidemiology. @toxvaerd1

If you enjoyed this podcast then check out:

Crossing Channels S2E5 featuring Sarah Dillon and Manvir Singh “Why are stories important for society?” 
Alger, I., Weibull, J. W., & Lehmann, L. (2020). Evolution of preferences in structured populations: genes, guns, and culture. Journal of Economic Theory, 185, 104951.
Alger, I. (2023). Evolutionarily stable preferences. Philosophical Transactions of the Royal Society B, 378(1876), 20210505.
Alger, I., Dridi, S., Stieglitz, J., & Wilson, M. L. (2023). The evolution of early hominin food production and sharing. Proceedings of the National Academy of Sciences, 120(25), e2218096120.
Toxvaerd, F., & Rowthorn, R. (2022). On the management of population immunity. Journal of Economic Theory, 204, 105501.
Toxvaerd, F. (2020). Herd immunity – crucial yet irrelevant. Bennett Institute for Public Policy, University of Cambridge.
Bromham, L., Dinnage, R., & Hua, X. (2016). Interdisciplinary research has consistently lower funding success. Nature, 534(7609), 684-687.

Why is academic research so siloed?

So, now what? the new podcast from Gates Cambridge, a leading scholarship programme for outstanding international postgraduates at the University of Cambridge.
 
Our guests are the scholars themselves - big thinkers from a range of different backgrounds and disciplines - who are out there finding solutions to some of our most wicked problems from the global economy and the environment, to technology, politics and universal healthcare.
 
They'll share their optimism and their experience, and give us a peek at their 'to do' lists too.  But they'll also be inviting the rest of us to join them - sharing 'So, now what?' actions that we can all apply today. 
 
Join me, Catherine Galloway, and a panel of Gates Cambridge scholars for conversations that lead to positive change. 
 
So, now what? with Gates Cambridge.  Available monthly on all your favourite podcast platforms.

Welcome to 'So, now what?'

In this episode, we explore how we can build back better after a crisis. What are the challenges and opportunities of addressing the climate crisis, including the need for climate justice, the costs of inaction, and the importance of green innovation. We consider the roles of governments, multilateral institutions, and grassroots movements play in driving change. And we conclude with a call to action, So, now what? Where we emphasise the need for coordinated international efforts and a just and equitable transition to a sustainable future.

Takeaways

Building back better after a crisis requires addressing climate justice and the disproportionate impact of climate change on vulnerable communities.
The costs of climate change, both economic and social, are substantial and require urgent action.
Investment in clean energy and good jobs can drive economic growth and reduce carbon emissions.
Leveraging people power and social media can help raise awareness and drive change.
Green innovation and regulation are key to building a sustainable and equitable society.


Chapters

00:00 Introduction

04:21 Expertise and perspectives

06:50 The challenge of building back better

10:10 Understanding the costs and risks of climate change

14:25 Building back better in the United States

17:15 Building back better in Africa

19:25 The Need for collaboration and connectivity. Who needs to be in the same room?

25:45 Leveraging people power and innovation. How can we talk about green innovation and change the narrative? What does a better society look like?

31:00. So, now what? Moving Forward: Political will and financing.



Bios

Kamiar Mohaddes @KamiarMohaddes is an Associate Professor in Economics & Policy at the Judge Business School at the University of Cambridge. His main areas of research include climate change, economics of the Middle East, energy economics and applied macroeconomics. He is currently a consultant at the Inter-American Development Bank and has previously served as a Departmental Special Advisor at the Bank of Canada, a consultant at the United Nations, a consultant at the Asian Development Bank and a regular visiting scholar at the International Monetary Fund to name a few. 



Todd N. Tucker @toddntucker is a political scientist and director of Industrial Policy and Trade at the Roosevelt Institute, where he helps lead research on global governance, democracy, and the administrative state. A recognised expert on trade and political economy, Dr Tucker has testified before legislatures and expert committees around the world.  He is author of Judge Knot: Politics and Development in International Investment Law  (Anthem Press, 2018). He has authored over 70 major reports, including Fixing the Senate: Equitable and Full Representation for the 21st Century and Industrial Policy and Planning: What It Is and How to Do It Better.



Queen Chinyere Quinn is a Co-Founder and Partner at Kupanda Capital, an investment platform established to create, capitalise and scale pan-African companies. In this capacity, Queen has worked to provide tailored advice and support to entrepreneurs, project developers, fund managers and corporations operating in Africa. She has worked on deals in various sectors across Africa, including those in media, consumer and energy; and leads the platform on issues related to impact investing. Queen has helped to found several new companies and ventures, including Fraym, a geospatial data company and Nithio, an AI powered energy finance platform for the off-grid solar sector in Africa.

How do we build back better after a crisis?

Best-selling author Tara Westover, researcher Aliya Khalid and Thabo Msibi Deputy Vice Chancellor for Teaching and Learning at the University of KwaZulu-Natal, tackle the issue of what education should be for. They stress the idea that small actions can have a significant impact on making a difference in the world and emphasise the power of individuals to create change within their own sphere of influence. 

We explore their own perspectives and discuss their own powerful personal stories, highlighting the importance of diverse stories in education, the impact of education on women and gender and the power of education to challenge norms and beliefs. They also emphasise the role of education as a journey of self-discovery and unlearning, as well as a tool for social justice and empowerment. In addition, the episode discusses the need for curriculum reform and inclusivity, the role of technology in education and personal stories of overcoming educational challenges. 

Takeaways

Education as a lifelong journey of learning and personal growth.
Education has the power to empower individuals, promote social justice, and transform communities.
Listening to and learning from communities is crucial in developing effective educational practices.
Small acts of support and encouragement can make a significant difference in education.
Chapters

00:00 Introduction

00:31 The purpose of education

01:13 Guest introductions

05:24 Education and gender

06:24 Education as empowerment

08:21 The value of questioning and doubt in education

10:10 Education as a tool for social justice

12:56 Education in disadvantaged communities

15:17 The importance of listening and learning from communities

19:19 Personal teachable moments

20:14 Motivation for education

23:05 The transformative power of education

25:59 Unlearning and overcoming challenges in education

29:30 Curriculum reform and empowerment

31:40 Moving forward: Taking action in education

37:12 So, now what? 

Bios

Tara Westover @tarawestover is a memoirist and historian. Her first book, Educated (2018), debuted at #1 on the New York Times bestseller list, and was a finalist for a number of awards, including the National Book Critics Circle Award, the LA Times Book Prize, and the PEN/Jean Stein Book Award. The American Booksellers Association named it the Nonfiction Book of the Year, and to date, the book has been translated into 47 languages. For her staggering impact, TIME magazine named Westover one of the 100 Most Influential People of 2019, and in 2023, she was awarded the National Humanities Medal by President Biden. 

Thabo Msibi is the Deputy Vice Chancellor for Teaching and Learning and a professor of Curriculum Studies in the School of Education at the University of KwaZulu-Natal. Msibi has published research in South African and international journals and books and is author of the book Hidden sexualities of South African Teachers: Black male educators and same-sex desire. He has also co-edited a book entitled Gender, Sexuality and Violence in South African Educational Spaces, with Deevia Bhana and Shakila Singh. 

Aliya Khalid @khalidaliya1 is a Lecturer in Comparative and International Education in the Department of Education at the University of Oxford, UK. She works on issues of educational equity with a focus on gender. Her areas of interest include the capability approach, negative capability, epistemic paradoxicality and justice, Southern epistemologies, politics of representation and knowledge production.

What is education for?

Ellie Wolmark introduces part four of our Integrated Cancer Medicine: Research in Focus series. She talks to members of the CRUK Cambridge Centre about a diverse range of topics, including Dr Raj Jena to hear about his ground-breaking research, specifically the InnerEye project and how this amazing collaboration with Microsoft Cambridge has been brought into the clinic to benefit patients. Other topics include combining being a surgeon and a clinical researcher, Professor George Vassiliou talking about his research on clonal haematopoiesis and a new clinic that he has recently set up, as well as much, much more. As always you will hear discussions about research and research collaborations, the techniques that are being developed and how they translate to the clinic to affect patient treatments and outcomes.

Ellie is Communications Manager for Integrated Cancer Medicine at the University of Cambridge, UK, and the CRUK Cambridge Centre, UK.

Integrated Cancer Medicine: Research in Focus

Integrated Cancer Medicine: Research in Focus – Part four introduction

Dr Raj Jena talks about his research on analysis of the images used for radiotherapy planning and for modelling the effects and outcomes of radiotherapy treatment. As a clinician, he uses radiotherapy and drug treatments on patients with tumours in the brain or spine. He also talks about the InnerEye Project, a collaboration with Microsoft Cambridge, which uses algorithms to map and segment tumours from CT/MRI scans.

Raj is a Clinical Consultant and Radiation Oncologist at Cambridge University Hospitals NHS Foundation Trust, UK, and is a member of the CRUK Cambridge Centre at the University of Cambridge, UK.

Using AI to map tumours: The InnerEye Project

In this episode, Professors Grant Stewart and Stephen Price discuss what it means to be both a cancer surgeon and a clinical researcher. They talk about how they can improve surgery for brain and kidney cancer patients, how they can identify cancer as quickly as possible through screening, and how they can improve on the outcomes of surgery by augmenting it with other treatments such as radiotherapy and drugs.

Grant is co-lead of both the Institute for Integrated Cancer Medicine and the Urological Malignancies Virtual Institute at the CRUK Cambridge Centre, UK, and is Professor of Surgical Oncology in the Department of Surgery at the University of Cambridge and Cambridge University Hospitals NHS Foundation Trust.

Stephen is co-lead of the Brain Cancer Virtual Institute at the CRUK Cambridge Centre, UK, and is Professor of Neurosurgical Oncology and Honorary Consultant Neurosurgeon at the University of Cambridge and Cambridge University Hospitals NHS Foundation Trust.

Surgery and clinical research in cancer

In today's episode, Ellie Wolmark is joined by Professor George Vassiliou to talk about his research on clonal haematopoiesis and a new clinic that he has recently set up. We'll uncover what clonal haematopoiesis is and how it can sometimes lead to the development of blood cancer.

George is a CRUK Senior Clinical Fellow and Professor of Haematological Medicine at the University of Cambridge, UK. He is also a member of Faculty at the Wellcome-MRC Cambridge Stem Cell Institute and a Consultant Haematologist at Cambridge University Hospitals NHS Foundation Trust.

Clonal haematopoiesis and using it to try to predict whether cancer will develop

Professor Jason Carroll speaks about his research in molecular oncology, with a focus on the work underpinning the PIONEER breast cancer trial and the outcomes of this clinical trial.

Jason is Professor of Molecular Oncology and Senior Group Leader at the CRUK Cambridge Institute, University of Cambridge, UK. He is also co-lead for the Precision Breast Cancer Virtual Institute at the CRUK Cambridge Centre, UK.

Molecular oncology research and the PIONEER breast cancer clinical trial

In episode eighteen we talk with Sham Kakade, of Microsoft Research New England, about his expansive work which touches on everything from neuroscience to theoretical machine learning. Ryan Introduces us to active learning and we take a question on evolutionary algorithms. 

Active Learning and Machine Learning in Neuroscience

We live in a world surrounded by computers, and increasingly also robotics. But how do we get these machines to do what we want? Find out with Philip Garsed and Rachel Garsed in this fun and interactive demonstration, as they try to program their (suspiciously life-like...) robot to carry out a simple task. 

How to train your robot

What is intelligence? What is learning? Can we build computers and robots that learn? How much information does the brain store? How does mathematics help us answer these questions? Professor Zoubin Ghahramani takes us on a journey exploring these questions and leading us to the field of machine learning: the invisible algorithms underlying many of the tools we now use everyday.

Professor Ghahramani highlights some current areas of research at the frontiers of machine learning, including a project on developing an Automatic Statistician, and speculates on some of the future applications of computers that learn.

Zoubin Ghahramani is Professor of Information Engineering at the University of Cambridge, and the Cambridge Liaison Director of the Alan Turing Institute.


Intelligence and learning in brains and machines

How conscious is my dog? Can robots become conscious? Are people in a vegetative state conscious? Philosopher Professor Tim Crane and neuroscientist Dr Srivas Chennu look into our minds and wrestle with the meaning of what it is to be conscious. 

Brain, body and mind: new directions in the neuroscience and philosophy of consciousness

Alexandria Sage from Reuters explains how crumbling infrastructure is confusing self-driving cars.

Where's the lane? Self-driving cars confused by shabby U.S. roadways

Hello and welcome to my SoundCloud profile; thanks for taking the time to check it out! :)

I live in a sleepy little village nestled in the shadow of a ruined castle on the stormy shores of Scotland in the British Isles. I'm a theoretical & mathematical physics research student reading quantum cosmology, and slowly on my way to an academic career as a mathematical physicist. Unfortunately, I've had a slight setback in the form of a spinal injury that's left me with severe disability, chronic pain, and on morphine, for well over a decade now. Such is life.

I re-share a lot of science and technology podcasts, but I also adore open-source culture and I'm a self-confessed audiophile and filmscore fanatic. I'm not a musician, so all sounds are just re-shares of music I like. A lot of the music I re-share is by the awesome composers and artists on SoundCloud, with many works [legally] downloadable.

Genres I'm especially fond of include: instrumental, classical, contemporary classical, minimalism, ambient, and cinematic soundtracks. I'm also interested in experimental, fractal, mathematical, algorithmic, emergent and AI-generated music – but more from an academic perspective, so I don't usually re-share those on SoundCloud.

For my favorite composers, musicians and music, see my SoundCloud likes, re-sounds and playlists, as well as Last.fm profile. For more info about me, please see my About.me profile page, which has links to most of my other web profiles.

Thanks for visiting my SoundCloud profile :)

How to train your robot

University of Cambridge

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