Wed.Dec 11, 2024

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Top 5 Reasons to Use AI Agents in 2025

Analytics Vidhya

The future is here, and its powered by AI agents. Unlike traditional software or AI tools, these agents are designed to operate autonomously, adapt to complex environments, and execute tasks without needing constant human oversight. Their ability to streamline processes, personalize experiences, and enable smarter decision-making makes them an indispensable asset for organizations and individuals […] The post Top 5 Reasons to Use AI Agents in 2025 appeared first on Analytics Vidhya.

Software 261
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Cost, security, and flexibility: the business case for open source gen AI

CIO Business Intelligence

Travel and expense management company Emburse saw multiple opportunities where it could benefit from gen AI. It could be used to improve the experience for individual users, for example, with smarter analysis of receipts, or help corporate clients by spotting instances of fraud. Take for example the simple job of reading a receipt and accurately classifying the expenses.

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A Comprehensive Guide to Building Contextual RAG Systems with Hybrid Search and Reranking

Analytics Vidhya

Retrieval Augmented Generation systems, better known as RAG systems have become the de-facto standard to build Customized Intelligent AI Assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of Large Language Models (LLMs). One of the major challenges of naive RAG systems is getting the right retrieved context information to answer […] The post A Comprehensive Guide to Building Contextual RAG Systems with Hybrid Search and Reranking appeared

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It’s 2025. Are your data strategies strong enough to de-risk AI adoption?

CIO Business Intelligence

If 2023 was the year of AI discovery and 2024 was that of AI experimentation, then 2025 will be the year that organisations seek to maximise AI-driven efficiencies and leverage AI for competitive advantage. Despite the ambitions many leaders harbour, they face a series of challenges that must be overcome to realise the true value of AI investments. Primary among these is the need to ensure the data that will power their AI strategies is fit for purpose.

Risk 107
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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OpenAI Sora vs RunwayML: Which is Better for Video Creation?

Analytics Vidhya

We dont know if dear Santa is coming to bear gifts for you all this holiday season, but OpenAI surely is in the mood to come up with new surprises. On Day 3 of 12 Days of OpenAI, the team launched its high-end accelerated video generation model: Sora Turbo. In this article, we will learn […] The post OpenAI Sora vs RunwayML: Which is Better for Video Creation?

Modeling 212
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Google claims quantum leap with new Willow chip

CIO Business Intelligence

The breakthrough potential of quantum computers remains a ways off due to two crucial issues: error correction and computing power. In addition, the quality of qubits aka quantum bits, the basic units of information for quantum computing is not yet sufficient for longer calculations. According to Hartmut Neven , founder and head of Googles Quantum AI Lab, Google has achieved two decisive improvements with its new quantum chip Willow: First, Willow can reduce errors exponentially when scaling w

Testing 102

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LangBiTe, la herramienta que detecta prejuicios en desarrollos de IA

CIO Business Intelligence

Los modelos de inteligencia artificial (IA) generativa como el popular chatbot de OpenAI, ChatGPT, se entrenan con una gran cantidad de datos que pueden inducir, consciente o inconscientemente, a diferentes sesgos dainos o discriminatorios en sus respuestas.Investigadores de la Universitat Oberta de Catalunya (UOC) y de la Universidad de Luxemburgo han desarrollado LangBiTe, un programa de cdigo abierto que evala si estos modelos estn libres de sesgos y cumplen con las regulaciones vigentes sobr

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12 Days of OpenAI: Bringing AI to your Holidays

Analytics Vidhya

While days are getting shorter and nights are growing longer, all we want to do is watch some Christmas movies and chill at home but OpenAI has definitely got no chill! With their 12 Days of OpenAI series, they are all set to drop some gifts each day – making their models more accessible, interactive, […] The post 12 Days of OpenAI: Bringing AI to your Holidays appeared first on Analytics Vidhya.

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Las 10 habilidades de TI empresariales más demandadas

CIO Business Intelligence

El software y los servicios que una organizacin elija para impulsar su negocio pueden determinar el xito general o el fracaso de ste. Y parte de ese xito se debe a la inversin en profesionales de TI talentosos que tengan las habilidades necesarias para trabajar con las plataformas tecnolgicas preferidas de su organizacin, desde la base de datos hasta la nube.

Software 105
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An integrated experience for all your data and AI with Amazon SageMaker Unified Studio (preview)

AWS Big Data

Organizations are building data-driven applications to guide business decisions, improve agility, and drive innovation. Many of these applications are complex to build because they require collaboration across teams and the integration of data, tools, and services. Data engineers use data warehouses, data lakes, and analytics tools to load, transform, clean, and aggregate data.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Unlocking Enterprise Data Potential with Retrieval Augmented Generation

Smart Data Collective

Unlock enterprise data potential: Empower decision-making with Retrieval Augmented Generation!

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가트너 기고 | AI 데이터센터 전력 문제, 지금부터 대비해야

CIO Business Intelligence

AI AI . AI AI , AI (LLM) . LLM , . 2 160% , 2027 AI 40% . . 10 100 AI . , . , , . AI . AI , . . . . . . (AWS) , . . . .

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AI Is Crucial for Improving Anti-Counterfeiting Systems

Smart Data Collective

AI technology is playing a very important role in helping fight counterfeiting in the 21st Century.

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“AI 훈련 효율 20% 향상”··· 서비스나우, ‘패스트LLM’ 오픈소스 라이브러리 공개

CIO Business Intelligence

LLM , , , AI LLM . , LLM . 3D (, , ) GPU . , YAML . LLM 1B 70B . , . GPT . , LLM LLM . LLM AI 20% , , CO2 20% . 2.0 LLM . jihyun.lee@foundryco.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Why AI is The Secret Weapon for Change Management

Timo Elliott

Timo Elliott explains why AI is a secret weapon for change management When technology projects fail, its never because of the technology.Its always people problems: unclear expectations, culture clashes, office politics, or just fear of change. Right now, organizations around the world are racing to figure out how AI can improve business processes.But theyre perhaps missing the biggest opportunity of all: using AI to tackle change management, the top barrier to success in any technology project.

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Learning from the AI leaders

CIO Business Intelligence

AI adoption is still nascent. Newly released research from SASs Data and AI Pulse Survey 2024 Asia Pacific finds that only 18% of organisations can be categorised as AI leaders, where the organisation has an AI strategy and long-term investment plans in place. Research from IDC predicts that we will move from the experimentation phase, the GenAI scramble that we saw in 2023 and 2024, and mature into the adoption phase in 2025/26 before moving into AI-fuelled businesses in 2027 and beyond.

ROI 59
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Dataiku Stories: Dynamic Presentations for Data-Driven Decisions

Dataiku

Weve all been there: Its late in the afternoon, and you suddenly get a message from leadership asking for a presentation on the latest sales forecast due in an hour. You scramble, pulling data from multiple tools, pasting outdated screenshots into slides, and hoping the insights still hold true by the time its delivered.

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A CIO’s framework for measuring engineering productivity

CIO Business Intelligence

In boardrooms across the tech industry, CTOs and CIOs face a common challenge: effectively communicating and demonstrating IT productivity to leadership. Especially as organizations aim to deploy generative AI and other transformative technologies at a rapid pace, its critical to employ a reliable framework to measure engineering productivity. Established frameworks including DORA , SPACE , and DevEx exist for this purpose, but each takes a different approach to defining and measuring productivi

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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What is a Learning Curve?

Analytics Vidhya

The learning curve is another key concept that is applied to measure the aspects of experience and efficiency gains in time. The learning curve is a concept that applies to the manufacturing process, training, and any operation that involves a skill in realizing that the time or cost of the unit or task reducing with […] The post What is a Learning Curve?

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5 storiche competenze informatiche e come evitare che diventino obsolete

CIO Business Intelligence

Una nuova area di trasformazione digitale in corso nellInformation Technology, dicono i dirigenti IT incaricati di unificare, nel 2025, le loro strategie nel settore. Ladozione di tecnologie emergenti per fornire valore al business una priorit assoluta per i Chief Information Officer, secondo un recente rapporto [in inglese] di Deloitte. Ci significa che i veterani dellIT devono sostenere levoluzione delle loro aziende per abbracciare lintelligenza artificiale, i metodi avanzati di cybersecuri

Testing 52
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Solar company leverages digital transformation for a brighter tomorrow

CIO Business Intelligence

Humans have long been fascinated by the power of the sun. Since as early as the 7th Century B.C., humans used magnifying glass to spark fires with sunlight. Later, we used mirrors to light torches.But if you get too close to the power of the sun while continuing to use outdated methods and tools, youre apt to crash and burn. Just ask Icarus. Our curiosity with the sun has led us to work continuously to develop solar power and make harnessing the suns power a reality.

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Finding purpose at the intersection of tech and transport

CIO Business Intelligence

Transport for New South Wales was first established in 2011, and since then, the culture of putting customers and communities at the center of everything, and partnering with operational agencies, private operators, and industry to deliver passenger focus services and projects, has been a constant. As a leading advocate, chief innovation and technology officer Kurt Brissett is in charge of the technology and innovation team, and effectively responsible to deliver services for people and goods w

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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보안 운영에서 급증하는 생성형 AI 사용례··· 우려할 점은?

CIO Business Intelligence

CISO AI . , AI . CISO AI . AI . AI . AI , , , (Mindgard) CEO . AI . AI , . AI , AI . AI . NLP(natural language processing) 10 , . AI CISO AI . IDC , AI SOC(security operations center) , , , .

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한국IDC, 국내 데이터센터의 성공적 운영을 위한 3가지 해결과제 발표

CIO Business Intelligence

IDC IDC IDC : (IDC Survey Spotlight What are the most significant challenges affecting South Korea datacenters in 2024) , , 12 . AI , IDC . , / . , . , . , , AI . 40% . . 58% / . , IDC . 40% . .

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가트너, 상위 5% 기업을 구분 짓는 5가지 실행안 제시

CIO Business Intelligence

CFO 2024 2025 . 4 3 2025 (downside risk) (cost containment) . 2025 CFO (The Top Priorities for CFOs in 2025) 250 CFO . CFO , , . CFO 2025 (19%) (18%) (17%) (15%) (14%) AI (9%) (8%). 5% 5 . , , , , . (Cycle Discipline) ( , , , ) . , .

Risk 52
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The future of data: A 5-pillar approach to modern data management

CIO Business Intelligence

In todays economy, as the saying goes, data is the new gold a valuable asset from a financial standpoint. However, from a companys existential perspective, theres an even more fitting analogy. We are all familiar with the theory of evolution, where the Earth began as a rocky planet and eventually teemed with life. A similar transformation has occurred with data.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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生成AIが節約する以上の仕事が生じてしまう7つの例

CIO Business Intelligence

JPAI205159AIAIAILLM 211LLM14 AI AIIDC98%AI2030AI208OpenAIChatGPT211250092%7ChatGPT-4o miniAPI2 59%AI18% AIITAI23%AI AI AISlack37% AI AI1010 11 AI AICMUAI4 AI AI FOMO AI9OpenAIAIWorkdayAI GoogleAI Slack7%AI35%AIAI231 AIAI S-RM Intelligence and Risk ConsultingAI11 6CEOCFOCTOAIGoogleSalesforce1 AIAIAI AIAI ZipRecruiter10165000AI 202530%AIAI5002000 AI Champlain CollegeAIAI AIAI Champlain College2023AIAI15AI1571 Education DynamicsAI AI AIAIAI AI ROIAI AIROIAI

Risk 59
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구글, 최신 양자 컴퓨팅 칩 ‘윌로우’ 공개··· “오류 수정에 획기적 발전”

CIO Business Intelligence

2 . ( ) . AI 2 . , 30 . , 5 . 10(10 25) . AI (RCS) . RCS . . . . 33 55, 77 . , . , . . . . , . . , . RSA , CIO CISO . dl-ciokorea@foundryco.

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칼럼 | 비즈니스 팀이 애플리케이션 개발에 개입하지 않아야 하는 이유

CIO Business Intelligence

10 (WaveMaker) . . ? 2021 2023 4 . , . . . . . . . : . : . : UI . : . . 5 , . . . UI . UX . . . , , . API . .

IT 52
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칼럼 | 이제는 수익을 고민할 때··· 생성형 AI의 비즈니스 가치를 높이는 팁 5가지

CIO Business Intelligence

IT AI AI . AI . . (Warton) AI 72% AI 2~5 . CIO AI . . AI ROI , . (Accenture) -- 16% . 2.5 2.4 . CIO AI . AI . (GitHub Copilot) 26% . AI CIO . CIO AI . . CIO 5 . , , . CIO AI , .

ROI 52
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.