Editors' Choice

Editors’ Choice: The advance of vibe coding

Editors’ Summary: Paul Taylor, professor of health informatics at UCL, reflects on his lifelong relationship with programming and the rapid displacement of software engineers by AI coding tools. Drawing on personal experience using Claude Code and the fictional Mythos model, he traces how AI has moved from writing code snippets to autonomously developing, testing, and […]

Editors' Choice

Editors’ Choice: Funerary Spectacle: Applied Digital Humanities in the Roman Forum

Editors’ Summary: In Funerary Spectacle: Applied Digital Humanities in the Roman Forum (California Classical Studies, 2026), Christopher J. Johanson (UCLA) combines three-dimensional reconstructions of the Roman Forum with traditional philological analysis to reconstruct the funeral of Lucius Aemilius Paullus Macedonicus (160 BCE) across its three stages: procession, eulogy, and gladiatorial games. By applying both close […]

Editors' Choice

Editors’ Choice: The Affective Algorithm: Mapping the Emotional Architecture of Fatimid Geniza Petitions

Editors’ Summary: This two-part selection seeks to better understand and categorize the expressions found in the Fatimid Geniza petitions, a rich primary source for historians of the Mediterranean in the 10th century. The study asks: how are emotional registers distributed across the formal parts of Fatimid petitions? Part one provides context and outlines the methodology […]

Editors' Choice

Editors’ Choice: Beyond Cherry-Picking: Scaling Historical Arguments

Editors’ Summary: This post considers how historians can make use of LLMs and NLP without flattening the individual stories that make up history. In the author’s words: “the challenge is how to do that without losing sensitivity to individual lives, how to move from large-scale datasets to arguments about trends like the rise of nonviolence […]

Editors' Choice

Editors’ Choice: “Du må ikke sove”: a floating motif detached from its meaning (or: LLMs can write Norwegian but miss cultural references)

Editors’ Summary: In this post, the author considers a recent train advertisement in Norway as an example of the problem of floating motifs in LLM generated writing. She defines a floating motif as a motif appearing in AI-generated content that is out of place and detached from its original context. The new ad in Norway […]

Editors' Choice

Editors’ Choice: How unique are hallucinated citations offered by generative Artificial Intelligence models?

Editors’ Summary: This paper analyzes AI-generated citations through a focus on the recurring non-existent citation “Education Governance and Datafication” attributed to Ben Williamson and Nelli Piattoeva and identified in Williamson’s post Tracing the half life of a zombie citation. The author demonstrates that these hallucinated citations are not random inventions, but rather a combination of […]

Editors' Choice

Editors’ Choice: Digital Reconstruction, Enchantment, and the Ghosts in Our Data (…ish…)

Editors’ Summary: This post argues that digital reconstructions are not neutral or objective, but rather are shaped by “ghosts” or underlying patterns and assumptions in the data, which can often reinforce dominant narratives. Instead of accepting these reconstructions at face value, the author encourages using them critically and creatively to explore alternative possibilities. In doing […]

Editors' Choice

Editors’ Choice: Decoding and Encoding Welsh Manuscript Culture: Scribes, Scripts and TEI

Editors’ Summary: This article highlights the process of turning the Repertory of Welsh Manuscripts and Scribes, c.800–c.1800 into a TEI dataset. The authors demonstrate how the process of encoding the print manuscript, and of converting any print volume to a TEI dataset, involves close reading of the material. The Repertory, originally published in 2022, is […]