The futures of anticipatory reason: Contingency and speculation in the sting operation
Bibliographic record
Abstract
Abstract This article examines invocations of the future in contemporary security discourse and practice. This future constitutes not a temporal zone of events to come, nor a horizon of concrete visions for tomorrow, but an indefinite source of contingency and speculation. Predictive, preemptive and otherwise anticipatory security practices strategically utilize the future to circulate the kinds of truths, beliefs, claims, that might otherwise be difficult to legitimize. The article synthesizes critical security studies with broader humanistic thought on the future, with a focus on the sting operations in recent US counter-terrorism practice. It argues that the future today functions as an ‘epistemic black market’, a zone of tolerated unorthodoxy where boundaries defining proper truth-claims become porous and flexible. Importantly, this epistemic flexibility is often leveraged towards a certain conservatism, where familiar relations of state control are reconfirmed and expanded upon. This conceptualization of the future has important implications for standards of truth and justice, as well as public imaginations of security practices, at a time of increasingly preemptive and anticipatory securitization.
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How this classification was reachedexpand
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 | 0.003 | 0.001 |
| 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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".