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Applied AI·July 11, 2026·1 min read

Samsung just gave Google and the AI gang the perfect reason to buy all-new storage — so don't expect SSD prices to drop anytime soon

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Moving SSD virtualization into hardware with TP4193 is another step toward AI-specific data center stacks — and a fresh upgrade cycle for storage. Infra teams should assume storage is no longer a commodity line item but a tuned part of the AI pipeline, with pricing to match.

Applied AI

What smart people are saying about Apple's lawsuit accusing OpenAI of stealing trade secrets

Major-platform trade secret suits against model developers raise the cost and complexity of training on anything that might be tainted by proprietary data—data provenance and partner contracts are becoming as important as model quality. If you ship or train with third-party integrations, tighten your logging and IP controls now so you can prove what your models did and did not see.