Editors' Choice

Editors’ Choice: From Coordinates to Connections: Mapping People and Places in Ottoman Turkish Texts

Editors’ Summary: This post addresses the potential value of examining co-occurrences between different types of named entities, in particular locations and people. Limiting analysis to spatial entities misses an opportunity to  reflect how historical figures interacted with them. By integrating NER with co-occurrence analysis, this post shows how we can reach more meaningful NER results […]

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: Shakespeare and Company Project Data Sets, Version 2.0

Editors’ Summary: Joshua Kotin and Rebecca Sutton Koeser present Version 2.0 of the Shakespeare and Company Project data sets, a major update to the structured datasets documenting Sylvia Beach’s legendary Paris bookshop and lending library (1919–1962). The update significantly expands demographic data on lending library members—from roughly 600 to nearly 1,800 identified individuals—and introduces two […]

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 […]