Westworld (1973): Automation, social simulation, and crisis of control in intelligent systems - Worksheet

By Javier Surasky


Michael Crichton · 1973 · United States

General Focus:

Automation, social simulation, and crisis of control in intelligent systems designed for entertainment, consumption, and the use and exploitation of artificial bodies.

Key fact:

Westworld (1973), directed by Michael Crichton, imagines an amusement park where human visitors consume artificial worlds populated by lifelike androids. Read through contemporary debates on artificial intelligence, the film is less about a “rebellion of machines” than about automation, corporate risk, opaque systems, humanoid design, and the fragile illusion that human institutions can fully control complex technical environments.

This film is relevant to a contemporary reading on AI because of its place in the technical history of cinema: it was one of the first commercial films to use digital image processing to represent the point of view of a machine, through a pixelated aesthetic associated with the android gunslinger. More recently, the story served as the basis for a TV series (2016–2022) starring Anthony Hopkins, Evan Rachel Wood, and Ed Harris.

Analytical framework

Westworld imagines Delos, an amusement park for adults divided into artificial historical worlds: the Old West, the Middle Ages, and Rome, and human visitors who pay to live out fantasies of violence, sex, and power surrounded by androids practically indistinguishable from people. But everything spirals out of control.

Viewed from current debates on artificial intelligence, the film is about the institutional fragility of opaque sociotechnical systems, the false security of human oversight, the commodification of humanoid entities, and the illusion that a technical architecture can indefinitely contain human desires, while its failure entails systemic consequences.

Fragments for working with Westworld

1. Delos’s advertising and the promise of total experience

Scene: at the beginning of the film, when the park is presented as a high-end tourism product, where visitors can choose among different artificial historical worlds.

Narrative location: beginning of the film. It functions as the gateway into the Delos universe.

Topics for discussion: economy of simulation; experience design; promises of technological safety; AI as invisible infrastructure; consumption of fantasies; gamification of violence; moral outsourcing through artificial environments.

Discussion prompt: What kind of social contract does Delos presuppose?

2. Androids as available bodies

Scene: visitors interact with androids designed to satisfy narrative, sexual, playful, or violent expectations.

Narrative location: first part of the development, when the park still seems to be functioning as intended.

Topics for discussion: objectification of artificial entities; ethical limits of humanoid design; anthropomorphism; simulated consent; continuity between symbolic violence and material violence.

Discussion prompt: What do the advertisement reveal about human morality and about the park’s institutional design?

3. The first failures and the normalization of risk

Scene: technicians detect anomalous behaviors in the robots, but the failures are initially treated as correctable operational problems.

Narrative location: middle section of the film, when the system’s normal operation begins to break down.

Topics for discussion: risk governance; normalization bias; overconfidence in complex systems; insufficient monitoring; organizational culture; prevention versus reaction; technical opacity.

Discussion prompt: When does a technical failure stop being an isolated incident and become evidence of a structural governance problem?

4. The control center and the illusion of human oversight

Scene: technical staff try to understand and contain the system’s deterioration from monitoring and control rooms.

Narrative location: second half of the film, when the park progressively loses its capacity to respond.

Topics for discussion: meaningful human oversight; limits of centralized control; dependence on automated systems; asymmetry between technical complexity and institutional capacity.

Discussion prompt: Is it enough for there to be humans “in the loop” if those humans do not understand, do not anticipate, or cannot stop the system’s behavior?

5. The android gunslinger and the inversion of the game

Scene: the gunslinger, played by Yul Brynner, stops operating as a controlled adversary within the game and becomes a persistent threat to the visitors.

Narrative location: climax of the film.

Topics for discussion: functional autonomy; emergent threat; inversion between player and object; algorithmic violence; loss of control; the figure of the machine as a relentless pursuer; corporate responsibility.

Discussion prompt: Does the danger of the gunslinger lie in his intelligence, his programming, his physical autonomy, or the institutional context?

6. The pixelated gaze of the machine

Scene: the film shows the android’s visual perspective through a digitally processed and pixelated image.

Narrative location: moments associated with the pursuit and with the gunslinger’s point of view.

Topics for discussion: cultural representation of machine perception; aesthetics of AI; visual translation of technical systems; early imagination of the digital.

Discussion prompt: What does this representation tell us about the way 1970s cinema imagined artificial perception?

Recommended use in debates

This film makes it possible to work on AI-related issues by making visible two common reductionisms: the ideas that the problem of AI is exclusively technical and that risk comes only from “conscious” machines. The film suggests that harms can arise from automated systems integrated into business models, opaque infrastructures, and institutional cultures that minimize early warning signs of danger.

It also serves as an entry point for debating what happens when companies prioritize profits over system safety, a key issue in current debates over AGI.

In another respect, Westworld acts as a cultural precedent for contemporary discussions on AI governance, corporate responsibility, safe design, humanoid systems, automation of experiences, and the limits of human oversight, raising an underlying question that remains at the origin of many debates: What kind of world do we build when we delegate desires, violence, and control to systems designed to obey without friction?