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‘Just-in-time’ AI: Has its moment arrived?

CIO

Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. The timeliness is critical. You don’t want to do the work too much in advance because you want that real-time context. Google has come up with a RAG service.

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What to expect from AI in the enterprise in 2025

CIO

This year saw the initial hype and excitement over AI settle down with more realistic expectations taking hold. This is particularly true with enterprise deployments as the capabilities of existing models, coupled with the complexities of many business workflows, led to slower progress than many expected.

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Getting Your IoT Projects Off The Ground By Building On Azure

Xebia

With the popularity of the Internet of Things, new proof of concepts and prototypes are starting everywhere. If you’re contemplating getting started with IoT or need a nudge in the right direction, this article will highlight some great options to get you started. Now, some projects go nowhere, with others end up being very successful.

IoT 130
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Microsoft’s Copilot tunes could be music to CIOs’ ears

CIO

During his 53-minute keynote, Nadella showcased updates around most of the company’s offerings, including new large language models (LLMs) , updates to Azure AI Studio , Copilot Studio , Microsoft Fabric , databases offerings , infrastructure , Power Platform , GitHub Copilot , and Microsoft 365 among others.

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How to run a custom version of Spark on hosted Kubernetes

O'Reilly Media - Data

integrates with K8s clusters on Google Cloud and Azure. This post will help you try out new (2.3.0+) and custom versions of Spark on Google/Azure with Kubernetes. If there is an off-the-shelf version of Spark you want to run, you can go ahead and download it. Learn how Spark 2.3.0+ export REGISTRY = value.

Azure 181
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How to benchmark performance of Citus and Postgres with HammerDB on Azure

The Citus Data

So, in this post I’ll share the tools I built to make it easy to run benchmarks against Postgres—specifically against the Citus extension to Postgres running in a managed database service on Azure called Hyperscale (Citus) in Azure Database for PostgreSQL. million NOPM with larger Citus database clusters on Azure.

Azure 116
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How guardrails allow enterprises to deploy safe, effective AI

CIO

Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. The company uses the GPT-4 family of gen AI models on the Azure OpenAI service, and decided to go with the guardrails available within that platform to build its Rebot chatbot. It can be harmful if ingested.