AI data center
A facility designed to handle the demanding computational needs of AI applications and data processing.
How the laws define this
Both instruments agree that an AI data center is a facility designed to handle demanding computational requirements, specifically for tasks involving the development, training, or operation of artificial intelligence models and applications. They share the core understanding that these sites host computer and network systems to store, manage, and process digital data. The primary divergence lies in whether the definition incorporates specific capacity thresholds and technical infrastructure features. The Artificial Intelligence (AI) Data Center Moratorium Act narrows its scope to facilities operating at scale, explicitly requiring a total peak power load exceeding 20 megawatts and the use of high-performance server racks or liquid cooling systems, while also including connected collections of facilities. In contrast, An Act concerning the development of artificial intelligence innovations, ventures, and facilities, and amending and supplementing P.L.2020, c.156. applies a functional definition centered on data management services, environmental controls, and security systems tailored for AI applications, without establishing minimum energy consumption metrics or mandatory physical cooling technologies.
Synthesised from the 2 statutory definitions below. Each one is quoted in full, with its source.
How jurisdictions differ
What is distinctive in each definition, binding law in force first.
| Jurisdiction | Instrument | Status | What is distinctive |
|---|---|---|---|
| New Jersey, United States | An Act concerning the development of artificial intelligence innovations, ventures, and facilities, and amending and supplementing P.L.2020, c.156. | In Force | Adds specific examples of AI tasks (machine learning training, deep learning algorithms, complex data analysis) and lists components like computer systems, environmental controls, and security. |
| United States | Artificial Intelligence (AI) Data Center Moratorium Act | Proposed | Adds quantitative criteria: total peak power load exceeding 20 megawatts and use of high-performance server racks or liquid cooling systems. |
What it triggers
- Under New Jersey's Next New Jersey Program Act, it qualifies for tax credits and financial incentives if it creates local jobs.source
- Under the Artificial Intelligence (AI) Data Center Moratorium Act, if enacted, it would trigger a moratorium on construction pending comprehensive AI legislation.
Definitions (2)
A facility specifically to handle the demanding computational needs of artificial intelligence applications, designed for tasks like machine learning training, deep learning algorithms, and complex data analysis, whose services are the storage, management, and processing of digital data. It houses computer and network systems, including associated components, environmental controls, and security systems specifically for AI applications.
An artificial intelligence data center is defined as a facility or collection of connected facilities primarily used for the development or operation of AI models at scale. These facilities typically feature a total peak power load exceeding 20 megawatts and employ high-performance server racks or liquid cooling systems, indicating their significant computational and energy demands.
Not to be confused with
AI gigafactories refer to large-scale data and computing infrastructures for AI, while these definitions focus on the facility's computational or power features.
High-performance computing refers to computational resources used for AI training, whereas these definitions specify the physical facility housing them.
Questions and answers
What qualifies as an AI data center under New Jersey's law?
It must handle AI tasks like machine learning training and deep learning, housing specialized computer systems and environmental controls for data processing. This qualifies for tax credits if it creates jobs.
What technical specs define an AI data center in the proposed US bill?
It must have a total peak power load over 20 megawatts and use high-performance server racks or liquid cooling systems.
How does an AI data center differ from high-performance computing resources?
High-performance computing refers to the computational resources themselves, while AI data center definitions here focus on the physical facility housing them.
Related Terms
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Large-scale data and computing infrastructures for AI....
High-Performance Computing
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High-performance computing (HPC)
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data infrastructures
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