Thu.Jul 03, 2025

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The 5 Silent Killers of Production RAG

Analytics Vidhya

Last week, I took the stage at one of the nation’s premier AI conferences  – SSON Intelligent Automation Week 2025 to deliver some uncomfortable truths about enterprise RAG. What I shared about the 42% increase in failure rate caught even seasoned practitioners off guard. Here’s what I told them ,  and why it matters for every […] The post The 5 Silent Killers of Production RAG appeared first on Analytics Vidhya.

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The Sens-AI Framework: Teaching Developers to Think with AI

O'Reilly on Data

Developers are doing incredible things with AI. Tools like Copilot, ChatGPT, and Claude have rapidly become indispensable for developers, offering unprecedented speed and efficiency in tasks like writing code, debugging tricky behavior, generating tests, and exploring unfamiliar libraries and frameworks. When it works, it’s effective, and it feels incredibly satisfying.

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Boomi Enables Data Management and Agentic AI

David Menninger's Analyst Perspectives

One of the key questions that will need to be solved if agentic artificial intelligence is to fulfill its potential is which technologies and providers will serve the role of orchestrating communication and integration between the various models, applications and data repositories involved. ISG Research defines agentic AI as software designed to execute business processes through autonomous actions, potentially controlling multiple processes and systems through the orchestration of one or more A

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AI-First Google Colab is All You Need

KDnuggets

Let's take a closer look at Google Colab's new AI features, and find out how you can use them to increase your daily data workflow productivity.

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Whats New in Apache Airflow 3.0 –– And How Will It Reshape Your Data Workflows?

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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I Just Tried Veo 3 for Free and it is Crazy!

Analytics Vidhya

It’s been over a month since Veo 3 was introduced to the world, and since then, I have been itching to try this Gen AI marvel. Now, the wait is over! Google has released Veo 3 worldwide to all its Pro Users, and I found a free way to access it too. After all, where […] The post I Just Tried Veo 3 for Free and it is Crazy! appeared first on Analytics Vidhya.

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CIOs see AI prompting new IT hiring, even as boards push for job cuts

CIO Business Intelligence

CIO expectations that AI use will create more IT jobs appear to be on a collision course with cost-cutting demands of CEOs and board members looking to AI to shrink the workforce. Many company boards now insist on using AI to cut workforce costs by about 20%, but IT leaders largely believe they will be able to hire more staff to implement generative AI solutions.

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The Velvet Sundown: Unveiling AI’s Center Stage Act

KDnuggets

A popular new "band" has sparked the debate: could AI-generated content destabilize the music industry?

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“AI 전략, 핵심은 연결”···워카토, CIO코리아 조찬 행사서 통합과 오케스트레이션의 실전 해법 제시

CIO Business Intelligence

‘AI 전략, 이제는 연결로 – 실전 적용을 위한 조직, 데이터, 시스템의 통합’을 주제로 열린 이번 행사에는 약 20여 명의 국내외 IT 및 비즈니스 리더들이 참석해, AI 도입 과정에서 마주하는 현실적인 과제와 그 해법을 함께 모색했다. 이 행사는 CIO코리아 주최, 워카토(Workato)후원으로 진행됐다. 워카토는 2013년 미국에서 설립된 노코드/로우코드 기반의 업무 자동화 플랫폼 기업으로, 전 세계 1만 2,000여 개의 고객사를 보유하고 있으며, 최근에는 AI 기반 엔터프라이즈 오케스트레이션 플랫폼으로 진화해 국내에서도 10여 곳의 고객사를 확보하며 입지를 넓혀가고 있다. 이번 행사에서 첫 발표를 맡은 김영민 워카토 이사는 AI가 단독으로 작동하지 않는다는 점을 짚으며, AI는 단일 기술이 아닌 ‘연결’의 문제로 봐야 한다고 제안했다.

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Enhance stability with dedicated cluster manager nodes using Amazon OpenSearch Service

AWS Big Data

Amazon OpenSearch Service is a managed service that you can use to secure, deploy, and operate OpenSearch clusters at scale in the AWS Cloud. With OpenSearch Service, you can configure clusters with different types of node options such as data nodes, dedicated cluster manager nodes , dedicated coordinator nodes , and UltraWarm nodes. When configuring your OpenSearch Service domain, you can exercise different node options to manage your cluster’s overall stability, performance, and resiliency.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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From Chatbots to Agents: Navigating the Future of AI

Data Virtualization

Reading Time: 4 minutes Ever since the launch of the Denodo AI SDK, we have been overwhelmed and pleasantly surprised by the strong interest and rapid adoption by our customers. This validates our belief that a robust data foundation is critical for AI success, The post From Chatbots to Agents: Navigating the Future of AI appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Implementing GitOps for Dataiku: A Success Story

Dataiku

In the world of software development, GitOps has become a buzzword, promising streamlined deployments and enhanced collaboration. But what does GitOps look like in action, especially for Dataiku projects?

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What is Narrative Reporting?

Jet Global

“Narrative reporting” describes the non-financial information included in the published reports to build a meaningful picture of the company’s business, its market position, strategy, performance, and prospects. Narrative content may be present in both external and internal reports. As an example, in the external Annual Report, narrative content would cover the strategic report, Directors’ report, Chairman’s statement, Directors’ remuneration report and corporate governance disclosures.

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Kaltura reduces observability operational costs by 60% with Amazon OpenSearch Service

AWS Big Data

This post is co-written with Ido Ziv from Kaltura. As organizations grow, managing observability across multiple teams and applications becomes increasingly complex. Logs, metrics, and traces generate vast amounts of data, making it challenging to maintain performance, reliability, and cost-efficiency. At Kaltura , an AI-infused video-first company serving millions of users across hundreds of applications, observability is mission-critical.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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“AI 에이전트, 기업 보안의 새 위협으로 부상” 세일포인트 보고서

CIO Business Intelligence

이번 보고서에 따르면 전체 기업의 82%는 이미 AI 에이전트를 활용하고 있지만, 이에 대한 보안 정책을 마련한 곳은 44%에 불과한 것으로 나타났다. 특히 전문가의 96%가 AI 에이전트를 보안 위협으로 인식하고 있음에도 불구하고, 기업의 98%는 향후 1년 내 AI 에이전트 활용을 확대할 계획이라고 답해, 보안 우려와 활용 기대가 공존하는 상반된 인식을 보여줬다. 한편, 세일포인트는 ‘AI 에이전트(AI Agent)’ 또는 ‘에이전틱 AI(Agentic AI)’를 특정 환경에서 주어진 목표를 달성하기 위해 스스로 인식하고, 의사결정을 내리며, 행동하는 자율 시스템으로 정의했다. 이러한 AI 에이전트는 필요한 데이터, 애플리케이션, 서비스에 접근하기 위해 다수의 머신 아이덴티티를 요구하며, 자가 수정 및 하위 에이전트 생성 등으로 인해 보안 관점에서 더욱 복잡한 양상을 보인다고 설명했다.

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4 aspectos a tener en cuenta para que una estrategia de IA funcione a corto y largo plazo

CIO Business Intelligence

Los analistas instan a los líderes tecnológicos a gestionar sus expectativas, especialmente en lo que respecta a la IA genérica, que a menudo promete más de lo que ofrece a corto plazo. Gartner sugiere que los CISO deberían ayudar a los CIO a considerar la IA como una estrategia a largo plazo. Mientras, Forrester advierte que las expectativas no cumplidas de obtener un rendimiento inmediato de las inversiones en IA harán que muchas empresas dejen de evolucionar sus esfuerzos antes de lo que pien

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HPE, 주니퍼 인수 마무리··· AI 기반 ‘통합 네트워킹 사업부’ 출범한다

CIO Business Intelligence

지난해 1월 9일 처음 발표 된 이후 약 18개월 동안 진행돼 온 HPE의 주니퍼네트웍스 인수 계약이 3일 공식적으로 마무리됐다. 이번 거래는 발표 직후부터 영국 , 유럽연합(EU) , 미국 규제 당국의 심사를 받아왔다. 특히 미국 법무부가 지난 1월 해당 인수를 막기 위한 소송을 제기하면서 최대 걸림돌로 떠올랐다. 이 소송이 지난달 27일 해결되며 인수가 최종 마무리됐다. 거래 완료 이후 HPE는 주니퍼를 통합하는 작업을 본격화했다. 이번 인수의 일환으로 HPE는 ‘HPE 네트워킹(HPE Networking)’이라는 신규 사업부를 설립했으며, 주니퍼 전 CEO 라미 라힘이 조직을 이끌게 된다. 사업부에는 HPE 아루바와 HPE 주니퍼의 운영 부문이 모두 포함되며, 두 브랜드는 각각의 시장 가치를 고려해 유지될 방침이다.

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