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Where the Term "Artificial Intelligence" Actually Came From

Kim Taylor
September 22, 2026
4 mins

The phrase "artificial intelligence" wasn't inevitable, it was coined for a specific 1956 academic workshop. Here's the actual origin story.

TL;DR

  • "Artificial intelligence" wasn't an inevitable or obvious label, it was a specific term coined for a particular academic workshop in the 1950s, decades before anything resembling today's AI existed.
  • The workshop that popularized the phrase brought together a small group of researchers with an explicit, almost startlingly confident goal for the time.
  • Knowing this origin gives useful context for just how long "AI" has existed as a concept and a name, well before the current wave of public attention.

"Artificial intelligence" feels like a term that's always existed, but it was actually coined deliberately, for a specific academic proposal, decades before anything resembling today's AI tools existed. The origin story is worth knowing, both because it's genuinely interesting and because it puts the current moment in a much longer historical context than it might seem to have.

The workshop that gave the field its name

The term is widely credited to a 1956 summer workshop held at Dartmouth College, proposed by a small group of researchers who wanted a name for a new, specific area of study, machines that could exhibit behavior that would be considered intelligent if a human did it. The proposal for that workshop is generally regarded as the document that introduced "artificial intelligence" as a formal term for this area of research, rather than the phrase emerging more gradually or informally.

Why the framing was notably confident for the time

The original proposal for that workshop expressed real optimism that meaningful progress on machine intelligence could be made by a small group working together over a relatively short period, a confidence that, looking back, understated how difficult many of these problems would actually turn out to be. That gap between the original ambition and the decades of subsequent work it actually took is itself a genuinely interesting part of the story.

Why the term stuck even through periods of reduced attention

AI as a field went through multiple periods of reduced funding and attention in the decades following that initial workshop, often referred to as "AI winters," periods when enthusiasm and investment cooled considerably after progress didn't match early expectations. The term itself persisted through all of it, remaining the standard name for the field even while public and academic attention to it rose and fell repeatedly over the following decades.

Why this history is worth knowing now

Knowing that "artificial intelligence" as both a formal field and a specific term predates the current wave of public attention by roughly seven decades reframes the current moment as one chapter in a much longer story, not a term or a field that suddenly appeared out of nowhere.

The current surge of interest in AI can make it feel like a genuinely new phenomenon, but the term, the formal field of study, and even some of the foundational ideas being actively worked on today trace back to that specific 1956 proposal. Understanding that longer arc is useful context for anyone trying to make sense of where the current moment actually sits in a much longer history.

FAQs

Who actually coined the term "artificial intelligence"? 

The term is widely credited to the proposal for a 1956 summer workshop held at Dartmouth College, which introduced it as a formal name for a new area of research into machines exhibiting intelligent behavior.

How old is the field of artificial intelligence as a formal area of study? 

It traces back to that 1956 workshop, making the formal field roughly seven decades old, considerably older than the recent surge of public attention to AI might suggest.

Did AI always receive steady attention and investment since the term was coined? 

No, the field went through multiple periods of reduced funding and attention, sometimes called "AI winters," when progress didn't match early expectations. The term and the field persisted through these periods rather than disappearing.

Was the original 1956 goal for AI research achieved quickly? 

No, the original proposal expressed considerable optimism that a small group could make meaningful progress over a relatively short period, a timeline that, in hindsight, significantly underestimated how difficult many of these problems would actually prove to be.