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Two Minute Papers June 22, 2026

AI Discovery

Scientists at Deep Seek have made a great discovery. We are now in the age of artificial intelligence. But, our computers are not very good at running AI systems. If you want your assistant to answer quickly, you need a powerful computer. But, sometimes adding more power does not make it faster. This is a big problem because companies are spending a lot of money on computers for AI.

The problem is that our computers are like a big brain that forgets things when it turns the page. So, it has to read everything again. This means it spends most of its time reading, not thinking. The solution is not to make the brain bigger, but to make the way it gets information better. Scientists at Deep Seek found a way to do this. They say we should use different parts of the computer to read and think. This way, the computer can use its power more efficiently.

This new way of doing things can make our computers work twice as fast. It's very good for long conversations and lots of data. The scientists are giving this idea away for free, which is very kind. This can help make AI inference cheaper for everyone in the future. It's a great example of how open science can help us all. The scientists used graphics cards and GPUs to test their idea. They also used lambda and cloud computing to run their experiments.

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