NederlandsData centre
A data centre is a large building full of servers: powerful computers that compute and store data day and night. AI models are trained there and run there when you ask a chatbot something.
A data centre is a building full of servers: powerful computers in racks that work day and night. They store data, serve websites and carry out computation. When you ask an AI chatbot a question, it usually goes to a data centre, where an AI model works out the answer and sends it back.
How does it work?
A data centre holds thousands of servers, connected by fast cables. For AI there are many specialised chips in them, which together do enormous amounts of computation at the same time. Two things are always important: power and cooling. Chips get hot, and a data centre needs a constant, reliable power supply.
The work in a data centre falls roughly into two parts. First an AI model is trained, which can take weeks and uses a great deal of computing power. Then the model runs for users, and that happens continuously, every second, for millions of questions. Spreading that work over different chips makes the answers faster. The company d-Matrix showed this with a mix of two kinds of chips (link).
Why it matters
As AI is used more, data centres get bigger and demand more electricity. That affects the energy sector. OpenAI, for instance, promises that its new data centres will use less power when the grid is under strain. The first, in the US state of Georgia, can hand back up to 1,000 megawatts (link). At the same time Google and Meta are adding supply: they help pay for extra power from existing nuclear plants (link).
Demand for computing power itself is growing too. On GitHub, more than five times as many code changes were saved in September as a year earlier, mostly because of AI agents. The platform therefore put in 4 million extra CPU cores, the computing cores of ordinary processors (link). Data centres are thus more than storage space: they help determine how fast AI can develop and where the power for it comes from.
Articles about Data centre
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Tiny memory component works at just 0.6 volts and survives a trillion switches
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Small open AI model reads text aloud on your phone, without internet
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OpenAI data centre will cut its power use by up to 1,000 megawatts when the grid is in trouble
OpenAI promises that its new data centres will use less electricity when the power grid is under strain. The first one, in the US state of Georgia, can cut up to 1,000 megawatts. A British trial showed that AI computers can do this quickly.
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Rocky Linux creator builds Linux-compatible kernel in eleven days with an AI agent
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Google runs an AI model on a TPU in space for the first time
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GitHub adds 4 million CPU cores to cope with a wave of AI agents
In September, changes to code were saved 7.4 billion times on GitHub, more than five times as often as a year earlier, mostly because of AI agents. The platform added 4 million processor cores this year and is rebuilding its storage.
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SpaceX leases 40 billion dollars' worth of AI chips
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Solar power overtakes nuclear power worldwide for the first time
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