APG5365 Chap.5 The New Artificial Intelligence Empire

The New Artificial Intelligence Empire

The New Artificial Intelligence Empire asks how data and compute, platform concentration and colonial and extractive relation change the interpretation of a text, case, institution or public problem. The chapter's practical task is to trace an AI service through infrastructure, labour and geopolitical control; that requires an argument, not a list of themes.

Define data and compute at the scale of the chosen case.

Identify who uses the category, what it makes visible and what it may conceal. This prevents the definition from floating above the evidence as an interchangeable opening paragraph.

Use platform concentration to explain the relationship between the case and the claim.

Quote, describe or compare only the evidence that advances that relationship, and make the inferential step visible instead of assuming the example speaks for itself.

Bring colonial and extractive relation in as a second lens or consequence. It may deepen the first reading, expose a conflict or show why another audience would interpret the same material differently.

The comparison should change the conclusion, not simply add another term.

To trace an AI service through infrastructure, labour and geopolitical control, build each paragraph around one contested move: claim, specific evidence, explanation and qualification.

A counter-reading is strongest when it identifies exactly which premise or piece of evidence it changes.

Make an evidence table for The New Artificial Intelligence Empire with four columns: passage, image, event or institutional fact; the concept it activates; the inference drawn; and a plausible competing reading. Place data and compute and platform concentration in separate rows before combining them.

This keeps interpretation anchored in specific material and shows where disagreement actually enters the argument.

Test the scale of every claim. A detail may support an argument about one text, group or moment without supporting a claim about an entire culture or institution.

Use colonial and extractive relation to decide whether the evidence should be widened, narrowed or compared with a counter-case before the paragraph reaches its conclusion.

For timed revision in APG5365, write a one-sentence thesis for the application — trace an AI service through infrastructure, labour and geopolitical control — then list the minimum evidence needed to defend it.

Add one objection that would matter if true and revise the thesis so it survives that objection.

The exercise trains argument selection and qualification rather than a memorised inventory of course terms.

A complete The New Artificial Intelligence Empire response should make the task visible before the detail: identify what must be decided, define the relevant terms, connect the evidence to platform concentration, and use colonial and extractive relation to test the result.

The final sentence should answer the question actually asked rather than merely repeat the topic.

The controlling limit is specific: The empire metaphor requires specific evidence about concentration and dependency.

Keep that limit beside the worked example, because it separates a careful APG5365 answer from one that sounds confident but claims more than the task or evidence supports.

For revision, retrieve data and compute, platform concentration and colonial and extractive relation without notes, explain their relationship aloud, then complete a changed version of the application: trace an AI service through infrastructure, labour and geopolitical control.

Record the first point at which your reasoning fails and repair that move before attempting another case.

What this chapter covers

• 01

  data and compute

• 02

  platform concentration

• 03

  colonial and extractive relation

• 04

  Applying data and compute

• 05

  Limits of platform concentration and colonial and extractive relation

AskSia practice: apply The New Artificial Intelligence Empire

Key terms

Artificial intelligence empire

A critical description of concentrated control over the data, computing resources, labour and infrastructures required for artificial intelligence. In this chapter, use the concept when you trace an AI service through infrastructure, labour and geopolitical control.

Digital labour

Paid or unpaid human activity that produces, moderates, trains or maintains digital services, platforms and data. In this chapter, use the concept when you trace an AI service through infrastructure, labour and geopolitical control.

Media globalisation

The intensification of cross-border media production, distribution, ownership, labour and audience relations. In this chapter, use the concept when you trace an AI service through infrastructure, labour and geopolitical control.

The New Artificial Intelligence Empire FAQ

Assessment move

Reconstruct the relationship among data and compute, platform concentration and colonial and extractive relation; complete the chapter application without notes; then test the result against this limit: The empire metaphor requires specific evidence about concentration and dependency.

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