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Five unexpected trends in generative AI value realization IT leaders can’t afford to ignore

AI By TORI PAULMAN10 MONTHS AGO

Despite the significant investments that many organizations have put into generative artificial intelligence, most are not seeing the productivity gains that they expected. Simply adopting new technologies is no longer enough to drive productivity gains, if it ever were. In today’s rapidly …

Worker-bee AGI: Why AWS is betting on practical agents, not ‘messiah AGI’

AI By DAVE VELLANTE AND GEORGE GILBERT10 MONTHS AGO

At AWS re:Invent 2025, Amazon Web Services Inc. faced a dual mandate: Speak to millions of longstanding cloud customers while countering a persistent narrative that the company is lagging in artificial intelligence. In our view, AWS chose a distinctly pragmatic path. Rather …

Customer service at a crossroads: Why build ‘faster horses’ when what you need is a car?

AI By DOUG MARINARO11 MONTHS AGO

Henry Ford is often credited with saying, “If I had asked people what they wanted, they would have said faster horses.” This statement remains one of the most powerful warnings against incremental thinking. Optimizing for what already exists rarely delivers transformation. Especially …

AI leads to a platform engineering revival at KubeCon NA 2025

AI By JASON ENGLISH11 MONTHS AGO

As you would expect this year, some of the conversation at this week KubeCon/CloudNativeCon North America 2025 in Atlanta felt a little bit like a support group. We’re all trying to get past the hype, and come to grips with the risks and …

Don’t ignore the security risks of agentic AI

SECURITY By ISLA SIBANDA11 MONTHS AGO

In the race to deploy agentic artificial intelligence systems across workflows, an uncomfortable truth is being ignored: Autonomy invites unpredictability, and unpredictability is a security risk. If we don’t rethink our approach to safeguarding these systems now, we may find ourselves chasing …

AI factories face a long payback period but trillions in upside

AI By DAVID VELLANTE, DAVID FLOYER, JACKIE MCGUIRE, SCOTT HEBNER AND CHRISTOPHE BERTRAND11 MONTHS AGO

Our latest forecast indicates that it will take a decade or more for artificial intelligence factory operators and model builders to reach breakeven on their massive capital outlays. Our projections call for nearly $4 trillion in cumulative capital spending outlays by 2030, …

AI factories: Data centers of the future

INFRA By DAVID VELLANTE, DAVID FLOYER, BOB LALIBERTE, SCOTT HEBNER AND PAUL NASHAWATY12 MONTHS AGO

The data center as we know it is being reimagined as an “AI factory” – a power- and data-optimized plant that turns energy and information into intelligence at industrial scale. The tech stack is flipping from general purpose central processing unit-centric systems …

AI policy without proof is just politics

AI By ION STOICA12 MONTHS AGO

The White House’s recent executive orders on artificial intelligence and the launch of America’s AI Action Plan have made one thing clear: The United States intends to lead the world in AI. To be sure, the policy direction is ambitious: Accelerate innovation, strengthen infrastructure …

Metadata is the missing map for enterprise AI

AI By SEAN FALCONER12 MONTHS AGO

Large language models seem like magic. These artificial intelligence models write poetry, draft legal arguments and debug code with a fluency that suggests true understanding. But there is no magic, only patterns. An LLM learns language the same way a cryptographer cracks …

From silicon to endpoint: Why modern threats demand hardware-based security

INFRA By JACKIE MCGUIRE12 MONTHS AGO

For the past decade, software has been the primary constraint in most technology development. At the edge, hardware advances in processor speed, multi-threading and memory were incremental, while the real breakthroughs came from software innovation. Today, that dynamic has flipped. Hardware has …

Guest Author

Latest from Guest Author

Five unexpected trends in generative AI value realization IT leaders can’t afford to ignore

Worker-bee AGI: Why AWS is betting on practical agents, not ‘messiah AGI’

Customer service at a crossroads: Why build ‘faster horses’ when what you need is a car?

Don’t ignore the security risks of agentic AI

AI factories face a long payback period but trillions in upside

AI factories: Data centers of the future

AI policy without proof is just politics

Metadata is the missing map for enterprise AI

From silicon to endpoint: Why modern threats demand hardware-based security

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