{"id":12085,"date":"2026-03-24T08:14:14","date_gmt":"2026-03-24T07:14:14","guid":{"rendered":"https:\/\/www.uni.lu\/c2dh-en\/?post_type=events&#038;p=12085"},"modified":"2026-04-20T10:16:19","modified_gmt":"2026-04-20T08:16:19","slug":"ai-through-history-history-through-ai","status":"publish","type":"events","link":"https:\/\/www.uni.lu\/c2dh-en\/events\/ai-through-history-history-through-ai\/","title":{"rendered":"AI through History, History through AI"},"content":{"rendered":"\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"eighth-conference-on-digital-humanities-and-digital-history\"\n    >\nEighth Conference on Digital Humanities and Digital History<\/h2>\n\n\n\n<p>The conference is hosted by the Luxembourg Centre for Contemporary and Digital History (C\u00b2DH) at the University of Luxembourg, Belval Campus, on 15-16 June 2026.<\/p>\n\n\n\n<p>This year\u2019s theme \u201cAI through History, History through AI\u201d explores how artificial intelligence is reshaping historical research, and how historical thinking can guide the development and use of AI. The full program will be announced soon, featuring keynotes, panels, and workshops on knowledge representation, decolonizing AI, ethical practice, historical simulation, and more.<\/p>\n\n\n\n<p>The event is co-organised with: <\/p>\n\n\n\n<ul class=\"ulux-list\">\n<li class=\"ulux-list-item\">German Historical Institute Washington (GHI)<\/li>\n\n\n\n<li class=\"ulux-list-item\">Chair for Digital History, Humboldt-Universit\u00e4t zu Berlin<\/li>\n\n\n\n<li class=\"ulux-list-item\">Herder Institute for Historical Research on East Central Europe<\/li>\n\n\n\n<li class=\"ulux-list-item\">NFDI4Memory<\/li>\n<\/ul>\n\n\n\n<p>We look forward to welcoming you to Luxembourg for two days of conversation, collaboration, and critical reflection at the intersection of history and technology.<\/p>\n\n\n\n<p>Attendance is open and free of charge. Places are limited, <a href=\"https:\/\/ulsurvey.uni.lu\/index.php\/419154?lang=en\" target=\"_blank\" rel=\"noreferrer noopener\">registration<\/a> is required for on-site presence only.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"programme\"\n    >\nProgramme<\/h3>\n\n\n\n<div class=\"wp-block-unilux-blocks-accordion accordion accordion--theme accordion-standard\" data-reference=\"f9592a7d-528b-437b-a3d2-b05e740fbcd6\" data-accordion-type=\"standard\"><div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"monday-15-june-2026\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-38466586-161d-458a-8d04-52e7481e766b\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-38466586-161d-458a-8d04-52e7481e766b\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-38466586-161d-458a-8d04-52e7481e766b\"\n        >\n            <span class=\"accordion__title\">\n                                Monday, 15 June 2026            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-38466586-161d-458a-8d04-52e7481e766b\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-38466586-161d-458a-8d04-52e7481e766b\"\n        data-bs-parent=\"[data-reference=&quot;f9592a7d-528b-437b-a3d2-b05e740fbcd6&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--architectural\"><li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"08-30\"\n    >\n08.30<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Registration<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"09-00\"\n    >\n09.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"conference-opening\"\n    >\nConference opening<\/h4>\n\n<p>Andreas Fickers, Fr\u00e9d\u00e9ric Clavert &amp; Sarah Oberbichler (C\u00b2DH, University of Luxembourg), Daniel Burckhardt (GHI Washington)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"09-15\"\n    >\n09.15<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"keynote-i\"\n    >\nKeynote I<\/h4>\n\n<p>Chair: Sarah Oberbichler (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p> <strong>AI Literacy and the (new) skills historians need<\/strong><\/p>\n\n<p>Anna Neovesky (Universit\u00e4t Erfurt; Fachhochschule Erfurt)<\/p>\n\n<p><em>From text recognition to source analysis and writing, AI is already embedded in historians\u2019 workflows. But which skills are necessary to use its scholarly potential? This talk develops a practice-oriented understanding of AI literacy, situating it in the context of digital hermeneutics and the research process and activities.<\/em><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"10-15\"\n    >\n10.15<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Coffee break<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"10-30\"\n    >\n10.30<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"panel-i-knowledge-representation-semantic-analysis-in-historical-research\"\n    >\nPanel I: Knowledge Representation &amp; Semantic Analysis in Historical Research<\/h4>\n\n<p>Chair: Caio Mello (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><strong>Augmenting Historical Research through AI: A Case Study on Norcia (Italy) 1859<\/strong><\/p>\n\n<p>Sara Alimenti, Regina Lupi, Giuseppe Liotta, Carla Binucci, Emilio di Giacomo, Giulio Biondi, Fabrizio Grosso, Marco Legittimo, Paola Venuti (University of Perugia)<\/p>\n\n<p><em>The talk introduces a knowledge graph transformation of a newspaper corpus using AI techniques, enabling quantitative network analysis to identify patterns in heritage preservation debates during Italy&#8217;s transition from Papal States to Kingdom of Italy and the choices made following an earthquake<\/em>.<\/p>\n\n<p><strong>Constructing Semantically Coherent and Interpretable Historical Vocabularies from Domain-Specific Corpora<\/strong><\/p>\n\n<p>Arlinde C.E. Vrooman (Huygens Institute, Royal Netherlands Academy of Arts and Sciences)<\/p>\n\n<p><em>Vrooman demonstrates an inductive methodological approach to building the Dutch Historical Climate Vocabulary from VOC archives, balancing semantic coverage with historical interpretability through embedding-based clustering<\/em>.<\/p>\n\n<p><strong>Embed and Seek: Tracking Quotations Across Sources<\/strong><\/p>\n\n<p>Jeri Wieringa, Bennett Nagtegaal, Rebecca Sutton Koeser, Laure Thompson, Hao Tan, Mary Naydan, Edward Baring (Princeton University)<\/p>\n\n<p><em>The presentation introduces remarx, a quotation detection tool using multilingual embeddings to identify semantic similarities across language boundaries, enabling tracking of ideas across multilingual historical sources<\/em>.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"12-30\"\n    >\n12.30<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Lunch break<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"13-30\"\n    >\n13.30<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"panel-ii-decolonizing-ai-and-marginalized-archives\"\n    >\nPanel II: Decolonizing AI and Marginalized Archives<\/h4>\n\n<p>Chair: Ferdaous Affan (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><strong>Adapting AI for Marginalised Archives: Developing Handwritten Text Recognition Models for Colonial Paraguayan Manuscripts<\/strong><\/p>\n\n<p>Guillaume Candela (Cardiff University)<\/p>\n\n<p><em>Candela examines specialized HTR models for colonial Spanish-Guaran\u00ed documents that remain computationally inaccessible through existing &#8220;off-the-shelf&#8221; AI models, addressing epistemological erasure of Indigenous and Afro-Paraguayan histories<\/em>.<\/p>\n\n<p><strong>Beyond &#8216;Dirty OCR&#8217;: Evaluating VLM-Driven Re-OCR Pipelines for Legacy Digital Collections in Latin America<\/strong><\/p>\n\n<p>Jairo Antonio Melo Fl\u00f3rez (University of California, Santa Barbara Library)<\/p>\n\n<p><em>The talk addresses the &#8220;Problem of Done&#8221; with legacy digitizations from institutions like Hemeroteca Nacional de M\u00e9xico, evaluating Vision-Language Models for democratizing OCR improvement while navigating epistemic risks of &#8220;hallucinations&#8221;<\/em>.<\/p>\n\n<p><strong>Beyond Keywords: AI-Mediated Access to the Islam West Africa Collection through an MCP Server and Agent Skill2<\/strong><\/p>\n\n<p>Fr\u00e9d\u00e9rick Madore (University of Bayreuth)<\/p>\n\n<p><em>Madore presents two complementary approaches to overcome multilingual barriers in West African Islamic collections, offering an ethical framework that preserves institutional data sovereignty while enabling AI-enhanced access<\/em>.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"15-05\"\n    >\n15.05<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"panel-iii-ethics-epistemology-critical-ai-practice\"\n    >\nPanel III: Ethics, Epistemology &amp; Critical AI Practice<\/h4>\n\n<p>Chair: Ellen Charlesworth (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><strong>Machine-Summarised Scholarship and its Limits: H-Soz-Kult as NotebookLM Podcasts<\/strong><\/p>\n\n<p>Aurel Daugs (Humboldt-Universit\u00e4t zu Berlin), Thomas Meyer (Clio-online e.V), Claudia Prinz (NFDI4memory, Humboldt-Universit\u00e4t zu Berlin)<\/p>\n\n<p><em>The presentation evaluates AI-generated scholarly podcasts through four dimensions: content agreement, hallucinations, semantic shifts, and systematic biases, questioning where human editorial judgment remains indispensable<\/em>.<\/p>\n\n<p><strong>A Sensitive Approach to Web Archives through AI: The Skyblog Experiment2<\/strong><\/p>\n\n<p>Emmanuelle Berm\u00e8s (\u00c9cole nationale des chartes), Axel Chemla-Romeu-Santos (Universit\u00e9 Paris), Marina Hervieu (Biblioth\u00e8que nationale de France)<\/p>\n\n<p><em>The talk highlights generative AI as a creative tool for web archive exploration, using the \u201cuncanny valley2 effect to reveal text message language patterns and transform fiction into an epistemological compass<\/em>.<\/p>\n\n<p><strong>When to Generate? Comparing Computational Methods for Archival Inquiry<\/strong><\/p>\n\n<p>Samuel Backer (University of Maine)<\/p>\n\n<p><em>Backer compares RAG-based archival exploration and structured LLM annotation through Baltimore Railroad and Early Hollywood case studies, arguing computational method selection must align with historical goals (flexibility vs. reproducibility) rather than universal &#8220;accuracy&#8221; standards, positioning AI as site-specific scholarly tools<\/em>.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"16-35\"\n    >\n16.35<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Break<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"16-50\"\n    >\n16.50<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"panel-iv-history-speculation-and-law\"\n    >\nPanel IV: History, Speculation, and Law<\/h4>\n\n<p>Chair: Torsten Hiltmann (Humboldt-Universit\u00e4t zu Berlin)<\/p>\n\n<p><strong>History, Speculation, and the Stochastic Parrot: A New Methodological Approach<\/strong><\/p>\n\n<p>Lukas P. Stuber, Phillip B. Str\u00f6bel, Felix K. Maier (University of Zurich)<\/p>\n\n<p><em>This presentation proposes transforming speculative historical reasoning into a systematic method by analyzing distributions of variation rather than debating singular alternatives, making patterns of historical imagination observable and comparable<\/em>.<\/p>\n\n<p><strong>History between Technology, Progress and Legality: Transparency of AI Use under the EU AI Act<\/strong><\/p>\n\n<p>Urban Makori\u010d (Milko Kos Historical Institute, Ljubljana)<\/p>\n\n<p><em>Makori\u010d examines how the EU AI Act&#8217;s transparency provisions, designed for commercial contexts, align with historical epistemology&#8217;s demands for traceability, interpretability, and reproducibility in historiographical work<\/em>.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"18-00\"\n    >\n18.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"keynote-ii\"\n    >\nKeynote II<\/h4>\n\n<p>Chair: Andreas Fickers (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><strong>Uncritical Fabulation: Historical Emplotment and Narrative Theory after the Transformer<\/strong><\/p>\n\n<p>Todd Samuel Presner (University of California)<\/p>\n\n<p><em>While historical narratives have always been shaped by discursive formations, archival technologies, and inherited representations, Large Language Models generate narratives from a vast probabilistic space in which statistical frequency and linguistic fluency function as proxies for truth and understanding. In contrast to conventional historical narratives that reflect epistemological, aesthetic, or ethical choices, LLMs produce narratives through \u201cuncritical fabulation,\u201d a predictive process in which statistically likely patterns are derived from what has already been \u2018said\u2019 and \u2018represented.\u2019 This talk historicizes pattern-based reasoning and argues that we need a new approach to historiography and narrative theory in light of the transformer.<\/em><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"19-00\"\n    >\n19.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Break<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"19-30\"\n    >\n19.30<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Conference dinner<\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"tuesday-16-june-2026\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-33a20080-a7e9-4d81-82a0-51d1b1443daf\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-33a20080-a7e9-4d81-82a0-51d1b1443daf\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-33a20080-a7e9-4d81-82a0-51d1b1443daf\"\n        >\n            <span class=\"accordion__title\">\n                                Tuesday, 16 June 2026            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-33a20080-a7e9-4d81-82a0-51d1b1443daf\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-33a20080-a7e9-4d81-82a0-51d1b1443daf\"\n        data-bs-parent=\"[data-reference=&quot;f9592a7d-528b-437b-a3d2-b05e740fbcd6&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--architectural\"><li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"09-00\"\n    >\n09.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"panel-v-infrastructure-workflow-hermeneutic-ai\"\n    >\nPanel V: Infrastructure, Workflow &amp; Hermeneutic AI<\/h4>\n\n<p>Chair: Tugce Karatas (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><strong>AI as Infrastructure &#8211; Building a Reproducible Research Data Cycle for Historical Sources<\/strong><\/p>\n\n<p>Clemens Beck, Daniel Motz (Friedrich Schiller University Jena)<\/p>\n\n<p><em>Demonstration of the HisQu project infrastructure, showing how context-sensitive LLMs combined with symbolic modeling techniques create a closed research data cycle for historical sources. Participants will see the iterative human-in-the-loop workflow, the RAG architecture with multiple AI agents, and the graphical &#8220;lab notebook&#8221; that documents each modeling and processing step for transparency and reproducibility.<\/em><\/p>\n\n<p><strong>Augmented Hermeneutics: An LLM-Based Evaluative Workflow for Semantic Annotation in Historical Texts<\/strong><\/p>\n\n<p>Torsten Hiltmann (Chair of Digital History, Humboldt-Universit\u00e4t zu Berlin; NFDI4memory)<\/p>\n\n<p><em>Hiltmann presents a three-step workflow integrating LLMs into historical scholarship while preserving epistemic agency: (1) rigorous evaluation through ground truth construction, (2) epistemic infrastructure design principles for reasoned arguments, and (3) hermeneutic circle refinement. Using medieval hagiography as a case study, it demonstrates how LLMs can reliably annotate deeply interpretive phenomena when framed as hermeneutic undertakings.<\/em><\/p>\n\n<p><strong>Towards an Interactive &#8216;Evidence-RAG&#8217; Peer-Review Workspace for the Journal of Digital History<\/strong><\/p>\n\n<p>\u00c9lisabeth Gu\u00e9rard, Mehrdad Almasi, Marion Sala\u00fcn, Fr\u00e9d\u00e9ric Clavert (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><em>This presentation proposes a workflow that opens the AI-based peer-review black box through claim-evidence mapping, methods auditing, and reproducibility verification while maintaining human scholarly judgment<\/em>.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"11-00\"\n    >\n11.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Coffee break<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"11-30\"\n    >\n11.30<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"parallel-workshops\"\n    >\nParallel workshops<\/h4>\n\n<p><strong>Hail the other side: To which extent does dataset documentation inform both human and machine worlds?\u201d<\/strong><\/p>\n\n<p>Mari Wigham (Huygens Institute for Dutch History and Culture); Giulia Osti (University College Dublin); Maria Eskevich (Huygens Institute\/Royal Netherlands Academy of Arts and Sciences); J\u00f6rg Lehmann (Staatsbibliothek zu Berlin)<br><br><em>The workshop critically examines how DCH dataset documentation templates expose epistemic fractures between historical contextualization and ML\u2019s task-driven determinism, reframing \u201cbias\u201d as an interpretive signal rather than an error to mitigate.<\/em><\/p>\n\n<p><strong>Algorithmic Historical Fiction and Instructional Design: Redefining History Learning in the Age of AI<\/strong><\/p>\n\n<p>Elias Stouraitis (University of Thrace)<\/p>\n\n<p><em>This workshop examines \u201calgorithmic historical imagination\u201d as a pedagogical framework where AI generates hypothetical scenarios for students to evaluate against historical evidence, cultivating critical literacy and moving learning from memorization to participatory, methodologically self-aware inquiry.<\/em><\/p>\n\n<p><strong>Impresso: (Re)Thinking Historical Sources and Collections Retrieved with AI Tools in Large Digital Infrastructures<\/strong><\/p>\n\n<p>Cao Vy; Daniele Guido; Caio Mello; Ferdaous; Marten D\u00fcring (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><em>The workshop demonstrates the Impresso Datalab\u2019s AI tools for multilingual historical media exploration (including NER\/NEL and embedding-based search) while critically reflecting on how researchers construct, evaluate, and interpret datasets retrieved through AI-driven pipelines.<\/em><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"13-00\"\n    >\n13.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Lunch break<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"14-00\"\n    >\n14.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"panel-vi-history-of-ai-and-simulation\"\n    >\nPanel VI: History of AI and Simulation<\/h4>\n\n<p>Chair: Finola Finn (C\u00b2DH, University of Luxembourg)<\/p>\n\n<p><strong>A History of Simulation in the European Union: Politics of Simulation or Simulation of Politics?<\/strong><\/p>\n\n<p>Nele Elina Prinz (Copenhagen Business School)<\/p>\n\n<p><em>Prinz traces how simulation emerged as a political technique in EU governance, examining the shift from political representation toward simulation-based decision-making informed by data-driven computational predictions<\/em>.<\/p>\n\n<p><strong>From Archive to Algorithm: Generative AI and the Transformation of Collective Visual Memory<\/strong><\/p>\n\n<p>Anders Ravn S\u00f8rensen (Copenhagen Business School)<\/p>\n\n<p><em>S\u00f8rensen analyzes how AI-generated historical imagery destabilizes the epistemic status of historical photographs, marking a transition from archive-based authority to algorithmically mediated plausibility in collective remembrance cultures<\/em>.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"15-15\"\n    >\n15.15<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Conference Conclusions &amp; Farewell<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"16-00\"\n    >\n16.00<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>End of the conference<\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div><\/div>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-md\"><\/div>\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list justify-center\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/c2dh-en\/calendar?post_type=events&#038;p=12085&#038;calendar\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >Add to calendar<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/ulsurvey.uni.lu\/index.php\/419154?lang=en%20\"\n                target=\"_blank\"\n        class=\"btn btn--primary\"\n            >Register<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/unilu.webex.com\/unilu\/j.php?MTID=ma35481664858be6ca39f8c439f42df9e\"\n                target=\"_blank\"\n        class=\"btn btn--primary\"\n            >Join online<\/a>\n<\/li>\n<\/ul>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Eighth Conference on Digital Humanities and Digital History hosted at the University of Luxembourg.<\/p>\n","protected":false},"author":57,"featured_media":11461,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"featured_image_focal_point":{"x":0.59,"y":0.44},"show_featured_caption":true,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"event_start_date":"2026-06-15 09:00:00","event_end_date":"2026-06-16 17:00:00","event_speaker_name":"","event_speaker_link":"","event_is_online":false,"event_location":"Black Box, Maison des Sciences humaines","event_street":"11, Porte des Sciences","event_location_link":"","event_zip_code":"4366","event_city":"Esch-sur-Alzette","event_country":"Luxembourg"},"events-topic":[305],"events-type":[318,324,323,322],"organisation":[224,221],"authorship":[57],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI through History, History through AI - C\u00b2DH events I University of Luxembourg<\/title>\n<meta name=\"description\" content=\"Eighth Conference on Digital Humanities and Digital History hosted at the University of Luxembourg.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.uni.lu\/c2dh-en\/events\/ai-through-history-history-through-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI through History, History through AI\" \/>\n<meta property=\"og:description\" content=\"Eighth Conference on Digital Humanities and Digital History hosted at the University of Luxembourg.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.uni.lu\/c2dh-en\/events\/ai-through-history-history-through-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"C2DH EN\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/c2dh.lu\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-20T08:16:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/7\/2026\/01\/29151336\/YutongLiu-KingstonSchool-of-Art-Talkingto-AI-2.0-1280x718-1.jpg\" \/>\n\t<meta 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