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Record W4412047388 · doi:10.29173/af29546

Confused Robots and Incompetent Humans in Jean-Pierre Jeunet’s Bigbug (2022)

2025· article· en· W4412047388 on OpenAlex
Hyun-Jin Kim

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueALTERNATIVE FRANCOPHONE · 2025
Typearticle
Languageen
FieldComputer Science
TopicCultural Insights and Digital Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArtPsychologyPsychoanalysis

Abstract

fetched live from OpenAlex

Jean-Pierre Jeunet has been working on the presentation of struggling human bodies, in his films such as Delicatessen (1991), La Cité des enfants perdus/The City of Lost Children (1995), and most recently, Bigbug (2022). In Bigbug’s fictional 2045, human beings are finally liberated from the duties of house chores. Nevertheless, they no longer have self-determination. Because of the A.I. system’s error, human characters in this film are confined in a house with house robots. This article studies the relationship between human bodies and artificial intelligence in Bigbug, through the lens of transhumanism and animality studies. By transhumanism, I mean an attempt to transform and adapt one’s body with or without technology. I argue that Jeunet’s sense of humour functions as an impetus to encourage his characters to continuously adapt and transform themselves in limited space. Moreover, the animality was discussed differently in this film: instead of comparing animals to humans, Yonyx, the A.I. androids identify humans with animals, mocking the animality of living beings. Referring to Steen Christiansen’s term "terminal films," this article examines how immobile, restricted human bodies co-exist with and resist artificial intelligence in our everyday household.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.656
Threshold uncertainty score0.674

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.056
GPT teacher head0.288
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it