<i>Harry Potter</i>and the Aims of Transhumanism: A Magical Critique of Technological Immortality
Bibliographic record
Abstract
Harry Potter can be read as a critique of transhumanist aims of achieving immortality or radical superlongevity. The salience of transhumanism for Harry Potter is seen through the way that magic functions as an analogue to technology, and through the centrality of death throughout the series. Transhumanists pursue radical superlongevity by three pathways: bioengineering, cyborg engineering, and mind uploading. Each of these pathways, when applied heuristically to the magical pursuit of immortality in Harry Potter, receives explicit rejection in the text alongside the commendation of Harry’s non-pursuit of it. By way of analogy, Harry Potter’s perspective on death and immortality, which is informed in part by the Christian tradition, offers readers a critique of certain transhumanist aims along the lines of other ethical and religious analyses of the movement, and speaks to the deep desires and longings lying at their heart.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.029 |
| Scholarly communication | 0.007 | 0.011 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.005 | 0.009 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".