PC graphics cards to get more expensive again "thanks" to AI boom

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Not sure if you're asking what they mean by "again", but the prices were just starting to come down after the cryptobros began hording them.

Nvidia is shifting alottment to AI, they know as long as they hold mind share, people will buy Nvidia over AMD and Intel. AMD adjusts their pricing to Nvidia, but is more prone on getting price drops after launch (e.g how popular the 7900xt was when it price dropped to 700)