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general-purpose AI

nounAlso: GPAI, general-purpose AI system

In plain wordsAI that can do a wide range of different tasks, like writing, coding, translating and analyzing images, rather than the one job it was built for. Today's chatbots are the main example.

  1. 1

    AI that handles many different kinds of task across domains, including many it was never specifically built for, usually because it rests on a foundation modelfoundation model, n.: A very large AI model, built once at great cost from vast amounts of text, images or code gathered mostly from the internet, that many products then reuse as their starting point, from chatbots to coding tools. pretrained on wide-ranging data and adapted through prompting or fine-tuning. Policy writing uses the phrase as a present-tense, capability-based alternative both to 'foundation model', which describes how a model is built, and to artificial general intelligenceartificial general intelligence, n.: AI that could learn and do almost any mental task a capable adult can, rather than excelling at one narrow job. Experts disagree on the exact bar and on when, or whether, it will arrive., which implies human-level breadth. The International AI Safety Report, chaired by Yoshua Bengio (first full edition January 2025), takes general-purpose AI as its object of study, covering language models, multimodal models and agents built on them.

    Because it is general-purpose AI, the vendor cannot list every use in advance, so the risk assessment covers misuse too.

  2. 2

    EU lawlegal

    Under the EU AI ActEU AI Act, prop. n.: The European Union's law on artificial intelligence, the first broad AI law anywhere: it bans some uses, sets strict checks for risky ones and puts duties on the makers of the biggest AI models., a general-purpose AI modelgeneral-purpose AI model, n.: The EU's legal name for the large, adaptable AI models behind chatbots and similar tools: models that can turn their hand to many different jobs and be built into many other products. is one that shows significant generality, is 'capable of competently performing a wide range of distinct tasks' and can be built into many downstream systems or applications (Art. 3(63)); a general-purpose AI system is an AI system built on such a model and usable for many purposes, whether on its own or as a component of other AI systems (Art. 3(66)). Model providers have had transparency and copyright duties since 2 August 2025; models with high-impact capabilities, presumed above 10²⁵ floating-point operations of training compute, are models with systemic riskgeneral-purpose AI model with systemic risk, n.: The EU's label for the very largest and most capable AI models, whose failure or misuse could cause harm across society, so their makers must test them for dangers and report serious incidents. and carry further duties.

Origin

Long used informally for broadly capable systems. The phrase entered EU legislative drafting in November 2021, when a Slovenian Presidency compromise text in the Council of the EU added an article on 'general purpose AI systems' to the proposed AI Act, initially to keep them largely out of scope; later Council and Parliament texts imposed duties instead, and the final Act (Regulation (EU) 2024/1689) regulates general-purpose AI models and systems. The International AI Safety Report process, begun in 2024, spread the term internationally.

Usage note

Not a synonym of artificial general intelligenceartificial general intelligence, n.: AI that could learn and do almost any mental task a capable adult can, rather than excelling at one narrow job. Experts disagree on the exact bar and on when, or whether, it will arrive.: a system can be general-purpose while remaining far below human level on many tasks. In EU law, general-purpose AI obligations fall on model providers, separately from the risk tiers that apply to AI systems.

Related

See also
  • general-purpose AI modelgeneral-purpose AI model, n.: The EU's legal name for the large, adaptable AI models behind chatbots and similar tools: models that can turn their hand to many different jobs and be built into many other products.
  • general-purpose AI model with systemic riskgeneral-purpose AI model with systemic risk, n.: The EU's label for the very largest and most capable AI models, whose failure or misuse could cause harm across society, so their makers must test them for dangers and report serious incidents.
  • foundation modelfoundation model, n.: A very large AI model, built once at great cost from vast amounts of text, images or code gathered mostly from the internet, that many products then reuse as their starting point, from chatbots to coding tools.
  • artificial general intelligenceartificial general intelligence, n.: AI that could learn and do almost any mental task a capable adult can, rather than excelling at one narrow job. Experts disagree on the exact bar and on when, or whether, it will arrive.
  • General-Purpose AI Code of PracticeGeneral-Purpose AI Code of Practice, prop. n.: A voluntary rulebook, published by the EU in 2025, that makers of large AI models can sign to show they follow the EU AI Act's rules on transparency, copyright and safety.
  • International AI Safety ReportInternational AI Safety Report, prop. n.: A large scientific review, led by the computer scientist Yoshua Bengio and backed by more than 30 countries, summing up what is known about what advanced AI can do and how it could go wrong.
  • narrow AInarrow AI, n.: AI built to do one specific job, or a small set of related jobs, such as playing chess or spotting spam, without being able to turn its skill to unrelated problems.
Contrast with
  • narrow AInarrow AI, n.: AI built to do one specific job, or a small set of related jobs, such as playing chess or spotting spam, without being able to turn its skill to unrelated problems.
  • artificial general intelligenceartificial general intelligence, n.: AI that could learn and do almost any mental task a capable adult can, rather than excelling at one narrow job. Experts disagree on the exact bar and on when, or whether, it will arrive.

Sources

  1. Regulation (EU) 2024/1689 (Artificial Intelligence Act), Article 3(63)–(66). artificialintelligenceact.eu/article/3
  2. Bengio, Y. et al. (2025). International AI Safety Report. UK Department for Science, Innovation and Technology.

Defined in law or standards

EU AI Act (Reg. (EU) 2024/1689), Art. 3(63) ('general-purpose AI model'), Art. 3(64) ('high-impact capabilities'), Art. 3(66) ('general-purpose AI system'); Art. 51(2) (10^25 FLOP presumption)

Mentioned in

artificial general intelligenceartificial general intelligence, n.: AI that could learn and do almost any mental task a capable adult can, rather than excelling at one narrow job. Experts disagree on the exact bar and on when, or whether, it will arrive., frontier modelfrontier model, n.: One of the most capable AI models in existence at a given time, built by a handful of leading labs at great cost, and the main target of AI safety rules., general-purpose AI modelgeneral-purpose AI model, n.: The EU's legal name for the large, adaptable AI models behind chatbots and similar tools: models that can turn their hand to many different jobs and be built into many other products., narrow AInarrow AI, n.: AI built to do one specific job, or a small set of related jobs, such as playing chess or spotting spam, without being able to turn its skill to unrelated problems., intended purposeintended purpose, n.: The use a maker says its AI system is meant for. In EU law, the rules that apply to a system depend largely on this declared purpose.