AI Revolution

“Now, just because we’re the leader doesn’t mean we want to or need to go it alone of course. And let me be emphatic about this point: America wants to partner with all of you, and we want to embark on the AI revolution before us with a spirit of openness and collaboration.”

11/05/2025, Vice President of the United States Vance

A drawing in green ink depicts a industrial baron figure holding on to a lot of server racks that have smoking chimneys

What is it?

In the metaphor ‘AI revolution’, the word revolution is employed to describe AI as a powerful force for change and progress.

What does this metaphor suggest about AI?

The metaphor ‘AI revolution’ suggests that AI represents a technological  and societal transformation.

The metaphor suggests that the widespread use of AI will mean more freedom, a novel resolution of society’s current problems, and unprecedented access to knowledge. It also points to the start of a new era of technological transformation that improves the conditions of human existence.

This metaphor is often associated with and compared to the concept of the ‘Industrial revolution’ to imply  epochal transformation of  technological change that will benefit society profoundly.

Where does the metaphor commonly appear?

This metaphor is often used in political speeches promoting investments in AI; by AI companies to emphasize the benefits of their products; in media when talking about the technological advances AI can bring; and by people in specific fields who want to promote the use of AI in that field (education, business, creative sector). These contexts seem to be universal, across geographies, languages, cultures and fields.

What does the metaphor highlight?

This metaphor highlights the positive meanings of revolution: change for the better, progress, better conditions for humanity and society, empowerment and benefits for the individual. It also highlights the inevitability of this change: even those who do not want it, are affected by it, because a revolution implies a profound and lasting effect. The metaphor also implies urgency: a revolution implies something is happening right now. Both the sense of inevitability and the sense of urgency the metaphor implies, emphasise the need to adopt this technology as fast as possible.

What does the metaphor hide? 

By referring to these technological developments as a ‘revolution’, we no longer question the existence, meaning and use of the technology itself. The technology becomes the focus of our attention, rather than its effects on society. In this way, the metaphor also obscures the fact that AI is not an entity with agency. This causes people to think that some powerful entity that we have no say over is coming to change our lives. This obscures the fact that the way AI is developed  by humans.

Whose interests does it tend to serve?

The metaphor is used by people or organisations that have an interest in advancing the adoption of the technology. It is often used to build a narrative around both the advantage of using the technology and the potential disadvantage of not using the technology and being left behind (in economic benefit, education, health, etc.). Comparing AI to a revolution makes it sound like it is wanted by and will benefit the people (as in the French Revolution), whereas it is actually driven by commercial interests.

What are this metaphor’s origins (if known)? How has its use evolved over time?

In the 1970’s, advancements in AI lead to talk of the ‘knowledge revolution‘. Mentions of the phrase ‘AI revolution’ appear in the 1980’s, appear again in the late 90’s, than start appearing more and more from the 2010’s onwards.

What field(s) does this metaphor tend to appear in?

Journalism, marketing, policy, everyday conversation

If known, in which country or region did the metaphor first appear?

United States

Has this metaphor become a widely used term or it is niche?

Mainstream term, broadly used by the public and media; politics

What are different meanings of this metaphor?

‘Revolution’ has connotations of rupture, inevitability, liberation  and technological transformation.

  1. Socio-political rupture
    The violent or sudden overthrow of an existing order and its replacement by something completely new. The French, American, and Russian revolutions are the most familiar examples: dramatic discontinuity, destruction of old hierarchies, distribution of power. The metaphor suggests that AI represents a transformation of the social order itself.
  2. Irreversibility
    Revolutions cannot be stopped or eliminated after they have occurred. This temporal structure maps directly onto the discourse of AI inevitability.
  3. A third meaning of revolution is emancipation from oppressive structures and the expansion of human possibilities. When applied to AI, this means more freedom, easy resolution of problems, unprecedented access to knowledge and capability. In its most direct sense revolution evokes socio-political rupture, the violent or sudden overthrow of an existing order and its replacement by something completely new. The French, American, and Russian revolutions are the most familiar examples: dramatic discontinuity, destruction of old hierarchies, distribution of power. The metaphor suggests that AI represents a transformation of the social order itself.
  4. A fourth meaning is the momentous technological transformation that improves the conditions of human existence. In this sense, AI is the latest in a series of steam-electricity-computer technology revolutions that have changed human life for the better, becoming the Fourth Revolution.

It is worth noticing that in this metaphor, AI is often described as a single force, instead of a collection of different applications and systems. Grouping everything under a general “AI” umbrella allows people to claim that this is a single wave of change, instead of a complex picture of different applications, purposes, and contexts.

References

 

Who collaborated on this entry

Cinzia Pusceddu, Elja Daae, Aphie Gover, Mel Ramasawmy, Sarah Immel

Family to which each AI metaphor belongs.

This methodology considers the following families or categories:

  • Essence: What is AI? Metaphors where AI is a thing or entity (i.e. tool, brain)
  • Operation: How does AI work? Metaphors that represent AI’s processes or mechanisms (i.e. stochastic parrot)
  • Relation: How do we relate to AI? Metaphors that frame the relationship between people and AI (i.e. assistant).
  • Function: What does AI do, or what is it used for? Metaphors describing the use made of AI (tutor, translator)
  • Impact: What consequences can AI have? Metaphors that frame AI’s effects, (threat, transformative engine).

Level of human-like characteristics and agency attributed to AI. This scale goes from no / minimal anthropomorphism, through to full anthropomorphism, and beyond to deification.

What other risks can this metaphor carry?

Examples of where this metaphor was used

Observatory articles
featuring this metaphor