The politicization of the Internet’s Domain Name System: Implications for Internet security, universality, and freedom
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
One of the most contentious and longstanding debates in Internet governance involves the question of oversight of the Domain Name System (DNS). DNS administration is sometimes described as a “clerical” or “merely technical” task, but it also implicates a number of public policy concerns such as trademark disputes, infrastructure stability and security, resource allocation, and freedom of speech. A parallel phenomenon involves governmental and private forces increasingly altering or co-opting the DNS for political and economic purposes distinct from its core function of resolving Internet names into numbers. This article examines both the intrinsic politics of the DNS in its operation and specific examples and techniques of co-opting or altering DNS’ technical infrastructure as a new tool of global power. The article concludes with an analysis of the implications of this infrastructure-mediated governance on network security, architectural stability, and the efficacy of the Internet governance ecosystem.
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 | 0.001 | 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 | 0.001 |
| 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