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Pure Storage Background Design

AI and Machine Learning

Stay ahead on AI factories, RAG, GenAI infrastructure, GPU optimization, and more. Explore the latest AI/ML trends and how modern data architectures make them real on the Pure Blog.

  • Context-Aware Data: Why AI Needs More than Just Volume
    Perspectives

    Context-Aware Data: Why AI Needs More than Just Volume

    Learn why enterprise AI needs context-aware data, not just better models, to improve accuracy, reduce hallucinations, and scale with knowledge graphs and semantic layers.

    By:

    Robert Alvarez
  • What’s Next for AI Leaders: Manage Data, Not Infrastructure
    The Everpure Platform

    What’s Next for AI Leaders: Manage Data, Not Infrastructure

    By:

    Mike Adams
  • More than Half of AI Projects Fail—but Not Because of Foundational Models
    Perspectives

    More than Half of AI Projects Fail—but Not Because of Foundational Models

    By:

    Shawn Rosemarin

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Featured Articles

  • 3 Takeaways for Public Sector IT Leaders from Pure Accelerate 2026
    3 Takeaways for Public Sector IT Leaders from Pure Accelerate 2026
  • Context-Aware Data: Why AI Needs More than Just Volume
    Context-Aware Data: Why AI Needs More than Just Volume
  • What’s Next for AI Leaders: Manage Data, Not Infrastructure
    What’s Next for AI Leaders: Manage Data, Not Infrastructure
  • More than Half of AI Projects Fail—but Not Because of Foundational Models
    More than Half of AI Projects Fail—but Not Because of Foundational Models
  • Why Trust Is Becoming the Most Valuable Infrastructure Capability
    Why Trust Is Becoming the Most Valuable Infrastructure Capability
  • Context-Aware Data: Why AI Needs More than Just Volume
    Perspectives
    Context-Aware Data: Why AI Needs More than Just Volume

    By:

    Robert Alvarez
  • What’s Next for AI Leaders: Manage Data, Not Infrastructure
    The Everpure Platform
    What’s Next for AI Leaders: Manage Data, Not Infrastructure

    By:

    Mike Adams
  • More than Half of AI Projects Fail—but Not Because of Foundational Models
    Perspectives
    More than Half of AI Projects Fail—but Not Because of Foundational Models

    By:

    Shawn Rosemarin
  • Why Trust Is Becoming the Most Valuable Infrastructure Capability
    Perspectives
    Why Trust Is Becoming the Most Valuable Infrastructure Capability

    By:

    Ashish Gupta
  • Telco AI Forum 2026: How Telecom Operators Can Build Scalable AI
    Perspectives
    Telco AI Forum 2026: How Telecom Operators Can Build Scalable AI

    By:

    Tom Davis
  • What Is Data Primacy? The Architectural Shift Every Enterprise Needs for the AI Era
    Perspectives, The Everpure Platform
    What Is Data Primacy? The Architectural Shift Every Enterprise Needs for the AI Era

    By:

    Everpure
  • Enterprise KV Cache Visibility: Knowing What Your Inference Cache Is Actually Doing
    Perspectives
    Enterprise KV Cache Visibility: Knowing What Your Inference Cache Is Actually Doing

    By:

    Robert Alvarez, Jean-Baptiste Thomas, Harshit Kumar, Anant Dhakad
  • Navigating Transportation IT’s ‘Perfect Storm’ with Smarter Infrastructure
    Perspectives, The Everpure Platform
    Navigating Transportation IT’s ‘Perfect Storm’ with Smarter Infrastructure

    By:

    Everpure
  • Why Data Efficiency Is the New Scale
    Perspectives
    Why Data Efficiency Is the New Scale

    By:

    Mark Simborg
  • What Is Physical AI? How Real-World AI Will Redefine Data Infrastructure
    Perspectives
    What Is Physical AI? How Real-World AI Will Redefine Data Infrastructure

    By:

    Everpure
  • Everpure Data Stream: A Faster Path to AI-Ready Data
    News & Events, Perspectives, The Everpure Platform
    Everpure Data Stream: A Faster Path to AI-Ready Data

    By:

    Kaycee Lai
  • Pure KVA 1.0 Is GA: Inside the Architecture of a Fully Managed Enterprise KV Cache Solution
    Perspectives, The Everpure Platform
    Pure KVA 1.0 Is GA: Inside the Architecture of a Fully Managed Enterprise KV Cache Solution

    By:

    Robert Alvarez, Jean-Baptiste Thomas, Trishnendu Ghorai, Palak Goenka
  • Is Your Data AI-Ready? (And What Does It Mean If It’s Not?)
    Perspectives, Solutions
    Is Your Data AI-Ready? (And What Does It Mean If It’s Not?)

    By:

    Everpure
  • Predictability: The New Infrastructure Imperative in the AI Era
    Perspectives, The Everpure Platform
    Predictability: The New Infrastructure Imperative in the AI Era

    By:

    Mark Simborg
  • Unlock Oracle AI Database 26ai Readiness with an Actionable Infrastructure Assessment
    Everpure Engineering
    Unlock Oracle AI Database 26ai Readiness with an Actionable Infrastructure Assessment

    By:

    Nihal Mirashi

Get to know our authors:

While many in our space are still adding management layers to a fragmented portfolio of aging infrastructure, we are building a data intelligence layer on an Evergreen foundation. Everpure solved conventional storage and then unified operations. Now, with 1touch, we  will solve for data management at the level of the data itself, helping organizations tame data complexity and turn it into valuable knowledge, so they, and not their AI, control their destiny.

Rob Lee

Rob Lee

Chief Technology and Growth Officer

Everpure

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