Datadog Report: The Silent Failure Problem in AI Is About to Hit Enterprise System

Datadog’s latest State of AI Engineering report points to a measurable failure problem in enterprise AI systems. Around 1 in 20 requests already fail in production, yet systems continue to run and return outputs that appear correct, making these failures difficult to detect. That 5% failure in production AI is very high by engineering standards. …

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Context Engineering Will Decide Enterprise AI Success, Says Cognizant CIO Neal Ramasamy

Artificial intelligence dominated discussions at Davos this year, but inside enterprises the conversation has shifted from excitement to execution. Organizations are moving quickly to deploy agents and automation. However, many are discovering that technology alone does not guarantee operational value.  Against that backdrop, Neal Ramasamy, Chief Information Officer at Cognizant, shared his perspective with BigDATAwire…

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The right way to architect modern web applications

For decades, web architecture has followed a familiar and frankly exhausting pattern. A dominant approach emerges, gains near-universal adoption, reveals its cracks under real-world scale, and is eventually replaced by a new “best practice” that promises to fix everything the last one broke. We saw it in the early 2000s, when server-rendered, monolithic applications were…

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Are AI certifications worth the investment?

Artificial intelligence has moved from the research lab into the boardroom, the data center and virtually every business function in between. Nearly 80 percent of organizations now use AI in at least one core business process, according to McKinsey, yet widespread adoption has surfaced a persistent problem: a deep shortage of professionals who can translate…

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SAP npm package attack highlights risks in developer tools and CI/CD pipelines

A supply chain attack on SAP-related npm packages has put fresh scrutiny on the developer tools and build workflows that enterprises rely on to produce software. The campaign, referred to as “mini Shai-Hulud,” affected packages used in SAP’s JavaScript and cloud application development ecosystem. The malicious versions added installation-time code that could steal developer credentials,…

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