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AI inference just plays by different rules

Why no cloud storage architecture was designed for what agentic AI is about to demand

SourceThe Register AI + ML
AI inference just plays by different rules
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Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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Key points

  • AI agents execute ReAct loops with massive concurrency, overwhelming traditional storage.
  • Vector DB and RAG bottlenecks are in data access, not compute.
  • AWS EBS burst credits are quickly exhausted by AI inference spikes.
  • Software-defined storage like Silk decouples performance from capacity.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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