LUSTRE Workshop 4: The Future of AI To Unlock Digital Records

Abstract particle mesh

June 27 @ 12:00 pm June 28 @ 3:00 pm

We are thrilled to invite you to “The Future of AI To Unlock Digital Records” a forward-thinking conference poised to explore the emerging trends, challenges, and transformative innovations shaping the future of AI in the GLAM (Galleries, Libraries, Archives and Museums) sector. Set against the backdrop of unprecedented technological advancement with AI, this conference aims to spark dialogue, foster collaboration, and inspire action among professionals, and researchers in the field.

Featuring speakers from the UK Cabinet Office, the National Archives and Universities from Europe and the USA, this event will conclude the LUSTRE project, which aims to find solutions to the problem of inaccessible digital records. Now that AI has become a buzz word, what comes next? How can museums and archives use these computational tools for improving discovery and access to collections? And how can the GLAM sector mitigate the risks associated with AI?

If you would like to participate, please send us:

  • a short bio (300 words)
  • and an Expression of Interest (up to 200 words) explaining your expertise and interest in this topic.

This should be sent to (deadline: 5 June).


  • Dr James Lappin, The Cabinet Office, UK
  • Dr David Brown, Trinity College, Dublin, Ireland
  • Prof. Richard Marciano, University of Maryland, USA
  • Rebecca Taylor & Angharad Turner, Independent Office for Police Conduct, UK
  • David Canning, The Cabinet Office, UK
  • Callum McKean, The British Library,UK
  • Prof. Cal Lee, The University of North Caroline, Chapel Hill, USA
  • Nicole Coleman, Stanford University, USA
  • Javier de la Rosa, National Library of Norway
  • Prof. Claire Warwick, Durham University, USA
  • Dr Tim Boon, Science Museum London
  • Prof Pual Gooding, University of Glasgow
  • Dr Lise Jaillant, Loughborough University
Free (Limited places)

Science Museum

Exhibition Road
London, SW7 2DD United Kingdom
+ Google Map

Draft Programme

Abstracts & Speaker Bios


LUSTRE Workshops 1 & 2 report

Over the course of nine months, the AHRC-funded LUSTRE project has made significant progress in its exploration of using Artificial Intelligence (AI) to unlock born-digital and digitised government archives. The project has already delivered a range of activities, including more than 50 semi-structured interviews with professionals in the GLAM sector, computer scientists, and scholars. Additionally, there have been four online lunchtime talks and two hybrid workshops. 

In this blog post, we will focus on the two hybrid workshops organised in collaboration with our project partner, the Cabinet Office. These workshops took place at the Central Digital and Data Office in Whitechapel, London, as well as online. The talks from both workshops have been recorded and can be accessed on the LUSTRE website through the following links: 

LUSTRE Workshop 1 

LUSTRE Workshop 2 

The primary objective of these workshops was to foster the establishment of a network of professionals in the archival field and academic researchers who share an interest in exchanging knowledge regarding the opportunities, challenges, and potential risks associated with AI for accessing, managing, and using born-digital archives. 
Summary of Workshop 1

Invited speakers to the first workshop in January 2023 were Professor Stephanie Decker and Dr Adam Nix from the University of Birmingham; Dr Jenny Bunn from The National Archives; and Dr Tony Russell-Rose from Goldsmiths University of London. 
The day began with a presentation by Professor Stephanie Decker and Dr Adam Nix, who discussed the practices of digital archival discovery, focusing specifically on the use of AI to connect context and content in emails. Their talk provided valuable insights from a user perspective, emphasising the significance of meaningful access to born-digital archives for researchers, particularly those in the humanities and social sciences. 

Next, Dr Jenny Bunn delved into the ethical dimension of using advanced technologies, which are often categorised under the umbrella term of AI. She highlighted the challenges that the introduction of AI presents to the delicate balance between transparency, accountability, and fairness in recordkeeping activities. Dr Bunn explored new approaches that can maintain transparency and accountability in recordkeeping practices amidst the use of AI, emphasising the importance of good governance. 

The third talk of the day was led by Dr Tony Russell-Rose, and it showed how the LUSTRE project effectively brings together researchers and professionals from the GLAM sector, digital humanities, and computer science. Dr Russell-Rose’s presentation focused on access to databases and proposed approaches that move away from traditional command-line query builders. His talk Searching, fast and slow: rethinking the query builder paradigm centred on a platform called 2Dsearch which redefines ‘advanced search’, reducing syntactic errors, enhancing semantic transparency, and providing support for reuse and optimisation. 

The day concluded with a thought-provoking roundtable discussion featuring Lise Jaillant, Adam Nix, Stephanie Decker, and Jenny Bunn, centred around ethical issues in AI and government records. The speakers further expanded on the ethical dimension of conducting research on digital archives using AI-assisted technologies. They unanimously emphasised the need for transparent, explainable, and accountable processes and technologies. 
Adam Nix drew attention to the risks and contingent liabilities of already available collections when novel forms of searches unveil new materials. Stephanie Decker reflected on the challenges of anonymisation and privacy, highlighting the delicate balance between anonymising data and preserving valuable contextual research information. Jenny Bunn emphasised the active effort archivists must undertake to avoid embracing the ‘myth of objectivity’ when adopting new technologies, asserting that archival practice is inherently subjective and necessitates the archivist’s engagement as a gatekeeper. She also discussed the increased sensitivity risks associated with larger and more complex datasets. 

Overall, the first workshop provided valuable insights into the intersection of AI and born-digital archives, exploring both the practical and ethical dimensions of using  AI technologies for archival research. 

Summary of Workshop 2

The second LUSTRE workshop, titled ‘AI and Born-Digital Archives in the Government Sector and Beyond: Challenges and Opportunities’, was once again held  in Whitechapel. The workshop took place in May 2023 and, like the previous one, it was a hybrid event with five presentations, including two remote presenters. 

Invited speakers included Dr Keegan McBride from the Oxford Internet Institute, James Lappin from Loughborough University, Dr Lise Jaillant from Loughborough University (PI of the LUSTRE project), John Sheridan from The National Archives, and Professor Jason R Baron from the University of Maryland. 

Dr Keegan McBride commenced the day with his talk, ‘Artificial Intelligence in the Public Sector: Separating Myth from Reality’. He focused on differentiating the development of AI in the private sector from its applications in the public sector. Dr McBride highlighted the necessary building blocks for effective AI usage in the public sector, including technical, infrastructural, and legislative aspects. He also presented best practice case studies to illustrate AI implementation. 

James Lappin followed with a presentation on ‘AI and the Management of Email Accounts Over Time’, drawing on his doctoral research. He explored the impact of AI on access permissions and retention rules within digital corporate systems, particularly focusing on email. His talk covered various aspects, including the impact of email on recordkeeping, the effective organisation of correspondence, and key strategic choices when applying AI to email management. 

Dr Lise Jaillant, the Principal Investigator of the LUSTRE project, provided her perspective on the challenges posed by the transition from traditional archives to digital archives for professionals and academic researchers. She shared results from interviews conducted with GLAM professionals, researchers, and archive users. The participants highlighted two pressing obstacles in accessing digital records: mistrust between stakeholders and mistrust of technology. Dr Jaillant emphasised the importance of facilitating knowledge transfer, fostering collaborations between GLAM professionals, academics, and other stakeholders, and enabling access to archival materials as well as the discovery of their existence. 

Following a brief question and answer session involving both in-person and online participants, the workshop broke for lunch. The afternoon session commenced with a talk by John Sheridan, the Digital Director of The National Archives, titled ‘Navigating the Maelstrom (Looking for Lighthouses)’. He reflected on the rapid advancement of AI and large language models and the uncertainties these technologies bring. He presented strategic interventions that digital archives can implement to leverage AI’s opportunities. These interventions encompassed content classification and organisation, new text generation (including summaries and transcriptions), image/video generation based on instruction, and data transformation/manipulation based on instruction. 

The day concluded with a remote guest speaker, Professor Jason R Baron (University of Maryland). His talk focused on the process which should lead to the transfer of permanent federal government records to the National Archives and Records Administration (NARA) solely in electronic or digital formats by June 2024. 
He discussed the challenges NARA faces in meeting the 2024 deadline and the limitations presented by the Freedom of Information Act (FOIA) in providing timely access to archival records. Professor Baron also explored how AI tools can assist in ensuring real public access to government archives. He emphasised the role of AI in supporting archivists, records managers, and lawyers in filtering sensitive content from public records and recommended continued experimenting with Technology Assisted Review methods for efficiently discovering records and accurately segregating personal content. He also suggested exploring how generative AI could provide narratives explaining why documents or portions of documents have been withheld under freedom of information laws. Professor Baron concluded his talk by encouraging the embrace of AI, considering it not merely as a black box, but as a ‘gift’ to archivists to improve access to vast digital collections.

Online Lunchtime talk 4 with Helen McCarthy Exploring the Digital Record of Everyday Life in Covid-era Britain

June 14, 2023 @ 12:30 pm

The fourth LUSTRE lunchtime talk on Exploring the Digital Record of Everyday Life in Covid-era Britain with Professor Helen McCarthy from Cambridge University took place on June 14.

Please find the recording below.

Abstract: The arrival of Covid 19 in spring 2020 radically altered the conditions of life for nearly everyone in Britain. From home-schooling and Zoom calls to social distancing in parks and mask-wearing in shops, the sense of living through extraordinary times was inescapable. For many, it was accompanied by a powerful compulsion to bear witness. Curators at the British Library have identified over a hundred ‘testimony projects’ launched by archives, museums and other institutions early in the pandemic with a view to capturing and preserving a diversity of lived experience. To these might be added countless private efforts by individuals across the country to document their ‘new normal’ through diary-keeping, journaling, photography and art. Much, although not all, of this material has adopted a digital form, reflecting the practical constraints on archival and curatorial work under lockdown, as well the more general pivot towards virtual worlds necessitated by the virus. In my paper I ask how future scholars might approach this born-digital archive when they come to write histories of everyday life in Covid-era Britain. Focusing on the UK Web Archive, I briefly survey the four thousand websites and social media accounts comprising its Covid 19 collection before diving deeper into a handful of case studies. These include a number of personal and collaborative blogs, a crowdsourced national photography project and a ‘zine produced by Essex teenagers. I will suggest that this digital archive of what we might call the ‘Covid everyday’ was configured by a structure of feeling which took powerful shape during the spring and summer of 2020 and had a democratising impulse and ethic of care at its heart. When reading this archive in the future we must be mindful of the values – of kindness, resilience and community – that animated its moment of construction.

Speaker: Helen McCarthy is Professor of Modern and Contemporary History at the University of Cambridge and author of three books, most recently Double Lives: A History of Working Motherhood (Bloomsbury, 2020), which was shortlisted for the Wolfson Prize. She is currently co-editing a special journal issue on Britain in the Nineties and developing a new book project on the social and cultural history of retirement in Britain from the 1950s to the present.


Science Museum

Exhibition Road
London, SW7 2DD United Kingdom
+ Google Map

LUSTRE Workshop 2: AI and Born-Digital Archives in the Government Sector and Beyond: Challenges and Opportunities


The second workshop organised by the AHRC-funded project Unlocking our Digital Past with Artificial Intelligence (LUSTRE) led by Dr Lise Jaillant (Loughborough University) took place on May 4th at the CDDO in London and online.
Through a series of talks, this day-long workshop continued our discussion on AI applied to born-digital archives, particularly government archives.
Invited speakers included: Dr Keegan McBride from (Oxford Internet Institute), James Lappin (CO and Loughborough University), Dr Lise Jaillant (Loughborough University), John Sheridan (Digital Director, TNA) and Professor Jason R. Baron (University of Maryland).

Artificial Intelligence in the Public Sector: Separating Myth from Reality, Dr Keegan McBride (Oxford Internet Institute).

The impact of AI on records management,
 James Lappin (Loughborough University).

AI and Archives from a Researcher’s Viewpoint,
 Dr Lise Jaillant (Loughborough University).

Navigating the maelstrom (looking for lighthouses), John Sheridan (The National Archives).

Is NARA Ready Yet? The Newly Extended 2024 Start Date for Accessioning Records into the US National Archives Only in Electronic and Digital Formats, and What That Means, Professor Jason R. Baron (University of Maryland).


Workshop 2 – 4th of May 2023

Our Workshop 2 will take place on the 4th of May of 2023 in London both in person, at The White Chapel building in East London, and online. The workshop will continue our discussions on AI applied to born-digital archives, particularly government archives.

Details about registration and the full program of speakers will be published soon. 

AI AI and Archives AI Ethics born-digital archives Dark archives email archives lunchtime online talk Open Data recordkeeping Records Management search interface transparency UX


Workshop 1. AI and born-digital archives: Challenges and opportunities

Thursday 26 January 2023

Through a series of talks and a round table, this day long workshop delved into the challenges and opportunities that AI offers to the management and use of digital born archives.

The workshop was an hybrid event (in London and online).

Invited speakers included Professor Stephanie Decker and Dr Adam Nix from the University of Birmingham; Dr Jenny Bunn from The National Archives and University College London; and Dr Tony Russell-Rose from Goldsmiths University.


Finding light in dark archives: Using AI to connect context and content in email.

Professor Stephanie Decker and Dr Adam Nix (University of Birmingham).

The practice of digital archival discovery is still emerging, and the approaches future research will take when using digital sources remain unclear. Archival practice has been shaped by paper-based, pre-digital sources and guides assumptions around how researchers will access and make use of such collections. Paradoxically, dealing with the increasing relevance of born-digital records is not helped by the fact that many born-digital collections remain dark, in part while questions of how they should be effectively made available are answered. Our research takes a user perspective on discovery within born-digital archives and seeks to promote more meaningful access to born-digital archives for researchers. In doing so, our work deals with the implications that unfamiliar archival technologies (including artificial intelligence) have on disciplinary traditions in the humanities and social science, with a specific focus on historical and qualitative approaches.

Our work in this area currently focuses on the issue of context within organisational email, and the challenges of searching and interpreting large bodies of email data. We are particularly interested in how effective machine-assisted search and multiple pathways for discovery can be used to open contextually opaque collections. Such access is likely to leverage a collection’s structural and content characteristics, as well as targeted archival selection and categorisation. We ultimately suggest that by combining relatively open user-led interfaces with pre-selective material, digital archives can provide environments suited to both the translation of existing research practices and the integration of more novel opportunities for discovery. Our presentation will summarise our progress in this area and reflect on the technical and methodological questions our work here has raised.

Putting principle into practice: Transparency, recordkeeping and AI.

Dr Jenny Bunn (The National Archives and University College London).

At the level of principle it is difficult to argue against the inherent good-ness of ideals such as transparency, accountability and fairness, but they have never been easy to put into practice. The increasingly advanced assistance technologies, generally placed under the label of AI, can now offer us further complicate this picture; offering as they do new possibilities for us to distance ourselves from both the consequences of our decisions and the very making of them. Recordkeeping has long acted to bridge this distance and this presentation will consider the new forms it may need to take to continue to ensure that accounts are rendered and explanations offered in the enduring spirit of transparency.

Searching, fast and slow: rethinking the query builder paradigm.

Dr Tony Russell-Rose (Reader in Computer Science, Goldsmiths University).

Knowledge workers such as information professionals, legal researchers and librarians need to create and execute search strategies that are comprehensive, transparent, and reproducible. The traditional solution is to use command-line query builders offered by proprietary database vendors. However, these are based on a paradigm that dates from the days when databases could be accessed only via text-based terminals and command-line syntax. In this talk, we explore alternative approaches based on a visual paradigm in which users express concepts as objects on an interactive canvas. This offers a more intuitive UX that eliminates error, makes the query semantics more transparent, and offers new ways to collaborate and share best practices.

Ethics for AI and Government Records

Roundtable with Dr Lise Jaillant, Dr Adam Nix, Prof. Stephanie Decker and Dr Jenny Bunn

AI AI and Archives AI Ethics born-digital archives Dark archives email archives lunchtime online talk Open Data recordkeeping Records Management search interface transparency UX


Lunchtime talk 1 with Giovanni Colavizza: Towards AI-supported records management

Wednesday 7th of December 2022

Artificial Intelligence (AI) is increasingly necessary in support of records management decisions. The scale, rapidity and complexity required in modern records management operations all contribute to make AI increasingly relevant to practitioners. This talk will start by reviewing recent contributions at the intersection of records management and AI, as well as highlight the many challenges still lying ahead of us. Preliminary considerations on the preconditions and requirements of using AI in support of records management will be proposed for discussion. These will be grounded in concrete examples and in an appreciation of the limits and potential of modern-day AI technology. 

Giovanni Colavizza is Assistant Professor of Digital Humanities at UvA, visiting researcher at The Alan Turing Institute and at the Centre for Science and Technology Studies (CWTS), Leiden University.

He did his PhD at the Digital Humanities Laboratory of the EPFL in Lausanne, working on methods for text mining and citation analysis of scholarly publications, and is co-founder of Odoma, a start-up offering customised machine learning techniques in the cultural heritage domain. Giovanni was also a Co-investigator on the Living with Machines project and convenes the AI for Arts interest group at the Turing.

Prior to joining the UvA, Giovanni has been part of the Research Engineering Group of The Alan Turing Institute, and a researcher at Leiden University (CWTS), the Leibniz Institute of European History in Mainz, and the University of Oxford. He studied computer science (BSc) and history (BA, MA) in Udine, Milan, Padua and Venice in Italy.

AI AI and Archives AI Ethics born-digital archives Dark archives email archives lunchtime online talk Open Data recordkeeping Records Management search interface transparency UX