The <i>Denkbild</i> (‘Thought-Image’) in the Age of Digital Reproduction
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article examines an experimental genre of philosophical writing known as the Denkbild (‘thought-image’) practiced by members of the Frankfurt School to show how it is resurrected in the Augmented Reality installation of the artist-scholar Caitlin Fisher. It argues that Circle (2012) renews the Frankfurt School’s project of reaching to art to find a way for critical theory to bring about ‘a transformation of consciousness that could become a transformation of reality’. However, as a material and virtual artifact that produces a unique circuit of exchange, the digital artwork is able to provide a sharper picture of that reality, positing community as the context and goal of philosophical thinking. Through a complex sculpting of its form, content, and image of its own thoughts, Fisher’s Denkbild strives to create a fluid, ‘disconnected and non-binding’ form capable of building what Adorno described as a ‘shared philosophy from the standpoint of subjective experience’.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it