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Western Digital runs out of HDD capacity: CEO says massive AI deals secured, price surges ahead
(www.tweaktown.com)
this post was submitted on 15 Feb 2026
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Haven't seen anyone else ask this question, so I will. What on earth does an AI data center need all of this storage for?
The only significant use of AI is for text generation to my knowledge. Video gen is the only thing that takes up any significant space, and current models can only produce short video clips before they go off the rails. Also, very few people are interested in video gen. It's an expensive toy without much real world utility. Is there something I'm missing? Are these AI companies planning to scrape every video off the net and store them independently for training?
Booking out this much HDD capacity would only make sense to me if 5 TikTok or YouTube competitors all came onto the scene at once. Not AI. AI needs fast, parallelized compute and high performance memory to hold the models it's running. Text slop requires negligible storage.
Unfortunately the most refined usage, and money dumped sector of Ai by far is image recognition
Its where all the money from Amazon and others has been dumped (Flock Surveillance, Amazon Ring, FedEx Trucks, Wal~Mart and your choice of store)
Surveillance, ALPR, Facial recognition, gait recognition, etc. It takes a massive amount of data
Go see how much space you need if you want to secure data from 10,000 cameras at 480p/720p/1080p for a few weeks, let alone a year or two
Gotcha, wasn't thinking about surveillance. We are the social credit system – China ain't got shit on our authoritarian future.