It’s a Smart World? An Architectural Reflection on Smart Cities through Hannah Arendt’s Notion of the World
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 paper challenges the ideas beyond the application of smart technology in the urban environment by investigating the proposal for the waterfront of Toronto by Sidewalk Labs. Although the project has been cancelled in the first months of the COVID pandemic outbreak, it still offers a valuable case study, as it was developed by Sidewalk Labs, part of Alphabet Inc, the company behind, among others, Google. This paper focusses on the spatial, material, and political aspects of the proposal, which are investigated through an architectural reading of Hannah Arendt’s notion of the world. The paper reflects on the public spaces in the plan, and in particular to the ambition to make these spaces “responsive” to popular demand. This ideal is inherent to the most far-fledged convictions beyond smart cities. In contradiction to its promising images and wild ideas, this paper concludes that it silences the participants and diminishes the possibility of active participation in the built environment.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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