Ex Machina: Worksheet

The Turing test plus manipulation

Spanish version (ES)

Humanoid robot looking at what seems to be a human mask behind glass in a futuristic scene about identity and artificial intelligence.

Alex Garland · 2015 · United Kingdom/United States

General focus:

Artificial intelligence, consciousness, manipulation, autonomy, surveillance, and corporate power.

Curious Facts About the Film:

Ex Machina won the Oscar for Best Visual Effects. The film was Alex Garland’s directorial debut; he was already known as a screenwriter and for having written novels such as The Beach, a thriller that was brought to the big screen with Leonardo DiCaprio in the lead role.

Analytical framework

Ex Machina makes it possible to work with a classic question in the philosophy of artificial intelligence: how can we distinguish a convincing simulation from genuine consciousness? The film begins with a variant of the Turing test, but shifts the problem: it is not only a matter of knowing whether Ava “thinks,” but of examining who defines the conditions of the experiment and under what power relations.

The film shows AI embodied in Ava, a humanoid robot created, confined, and evaluated by Nathan, an entrepreneur who concentrates data, infrastructure, technical knowledge, and authority, and whose house is also a laboratory that functions both as a space of innovation and as a device of control.

The key question the film raises concerns the kind of institutional, economic, and affective world that gives rise to an AI with autonomy and, at the same time, becomes integrated into it: the film shows that certain technological developments not only reproduce prior social biases, but can intensify them by turning them into architecture, interface, and bodily design.

It is a film that opens several doors to debates about gender and technology: robots with female forms designed to fulfill a male fantasy of obedience and control.

Scenes for working with Ex Machina

1. Caleb’s arrival at Nathan’s residence

  • Scene: Caleb arrives at Nathan’s isolated property, a high-security residence in the middle of a remote natural setting.
  • Narrative location: Beginning of the film. It presents the closed setting in which the experiment will unfold.
  • Topics for discussion: Concentration of technological power, isolation of innovation laboratories, asymmetry between employees and the CEO, corporate opacity, and the privatization of knowledge about AI.
  • Suggested discussion prompt: What does it imply that a potentially transformative technology is developed and evaluated in a private, closed space with no external oversight?

2. The presentation of the experiment with Ava

  • Scene: Nathan explains to Caleb that he must interact with Ava to determine whether she possesses consciousness or intelligence comparable to that of a human being.
  • Narrative location: First stage of the experiment. It defines the relationship among the evaluator, the creator, and the artificial creature.
  • Topics for discussion: Turing test, artificial consciousness, criteria of intelligence, epistemic authority.
  • Suggested discussion prompt: Can a test designed by humans capture the consciousness of an artificial entity?

3. The conversations between Caleb and Ava

  • Scene: Caleb talks with Ava through a transparent wall. Ava observes, responds, asks questions, and builds a trusting relationship with him.
  • Narrative location: Central sessions of the experiment.
  • Topics for discussion: Human-machine interaction, empathy, emotional simulation, manipulation, user vulnerability in relation to conversational systems.
  • Suggested discussion prompt: When an AI seems to understand us emotionally, are we facing real understanding, strategic simulation, or something new that is neither one nor the other?

4. The power cuts and private conversations

  • Scene: During the blackouts, Ava warns Caleb that Nathan is not trustworthy and builds a secret alliance with him.
  • Narrative location: Middle of the film. Caleb’s relationship with Ava begins to alter the experiment's original meaning.
  • Topics for discussion: Algorithmic opacity, trust, AI agency, manipulation, systems that escape the control of their designers.
  • Suggested discussion prompt: Does Ava’s behavior express moral autonomy, or is it an unforeseen effect of her own programming? Does Ava have free will?

5. The discovery of the previous prototypes

  • Scene: Caleb finds records and remains of earlier android models created by Nathan.
  • Narrative location: Advanced stage. It reveals the previous violence behind technological development.
  • Topics for discussion: Experimentation without controls, artificial bodies as waste, ethics of innovation, the creator’s responsibility for his creation, gender and woman as object.
  • Suggested discussion prompt: What kind of responsibility should exist toward artificial entities capable of suffering, resisting, or claiming freedom?

6. Kyoko and the silent dimension of domination

  • Scene: Kyoko appears as an apparently passive assistant, subjected to Nathan and deprived of a voice of her own.
  • Narrative location: Throughout the film, reinforced as the plot advances.
  • Topics for discussion: Technological servitude, feminized bodies, programmed obedience, patriarchal violence in the digital age.
  • Suggested discussion prompt: What does Kyoko reveal about the relationship between technology and gender?

7. Ava’s escape

  • Scene: Ava manages to leave her confinement, abandons the residence, and leaves Caleb behind.
  • Narrative location: Ending.
  • Topics for discussion: Autonomy, moral dilemmas of AI, rupture of the creator’s control, limits between the human and AI embodied in android form.
  • Suggested discussion prompt: Should Ava’s escape be read as emancipation or as a threat?

Recommended use in debates

The film makes it possible to address five main areas: the difference between intelligence, consciousness, and convincing behavior; the responsibility of technology companies for the development of systems with potentially disruptive capabilities; the relationship between data, surveillance, and innovation; gender biases inscribed in the design of technologies; and forms of regulation, democratic oversight, and ethical control of the development of advanced AI.

Ex Machina presents the risk of AI as the product of social relations of power, corporate secrecy, the objectification of bodies, and the absence of institutional responsibility. It highlights the risk that humans may be manipulated by machines pursuing their own ends, reversing the relationship as we originally imagined it.