Wed.Feb 12, 2025

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A Comprehensive Guide to Pre-training LLMs

Analytics Vidhya

We’re already into the second month of 2025, and every passing day brings us closer to Artificial General Intelligence (AGI)AI that can tackle complex problems across multiple sectors at a human level. Take DeepSeek, for instance. Until recently, could you have imagined an organization before 2024 that could build a cutting-edge Generative AI model for […] The post A Comprehensive Guide to Pre-training LLMs appeared first on Analytics Vidhya.

Modeling 280
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5 LLM Prompting Techniques Every Developer Should Know

KDnuggets

Want to make the most out of large language models? Check out these prompting techniques you can start using today.

Modeling 132
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How Big Data Boosts Recognition of Remote Employees

Smart Data Collective

Big data is helping companies make sure their remote workers feel better recognized.

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Top 5 Freelancer Websites Better Than Fiverr and Upwork

KDnuggets

Discover freelancing platforms that care about you, not just your money, offering low commission rate, better policies, and higher earning potential.

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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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Can o3-mini Replace DeepSeek-R1 for Logical Reasoning?

Analytics Vidhya

AI-powered reasoning models are taking the world by storm in 2025! With the launch of DeepSeek-R1 and o3-mini, we have seen unprecedented levels of logical reasoning capabilities in AI chatbots. In this article, we will access these models via their APIs and evaluate their logical reasoning skills to find out if o3-mini can replace DeepSeek-R1. […] The post Can o3-mini Replace DeepSeek-R1 for Logical Reasoning?

Modeling 161
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従業員向けAIプロンプトの約1割が機密データを含む

CIO Business Intelligence

AI Harmonic AI LLM8.5% 20244ChatGPTCopilotGeminiClaudePerplexityHarmonic46HarmonicAI PII2715 6.

IT 98

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Claves para que el CIO fiche al mejor equipo de TI 

CIO Business Intelligence

Uno de los sueos de cualquier dirigente, sea o no de TI, es, sin duda, formar un dream team , donde cada persona aporte su valor, en el que poder confiar plenamente y que se entienda y trabaje al unsono. La realidad no siempre resulta tan positiva. La escasez de determinados perfiles puede complicar reunir a este equipo de primera fila. Pero a veces los problemas van ms all de la falta de talento digital.

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Base LLM vs Instruction-Tuned LLM

Analytics Vidhya

Language models are essential for understanding and producing human language by machines in the quickly developing field of artificial intelligence. Among these models, two different methods of language processing are represented by Base LLM and Instruction-Tuned LLM. This article examines the main distinctions between these two categories of models, as well as their training processes, […] The post Base LLM vs Instruction-Tuned LLM appeared first on Analytics Vidhya.

Modeling 140
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The 5 S’s of cyber resilience: How to rethink enterprise data security and management

CIO Business Intelligence

Cybersecurity consistently ranks as the top concern among CIOs worldwide, but despite the high priority they place on ensuring their environments are safe from cybercriminals and hackers, only about one-third (35%) of IT organizations have implemented a comprehensive cyber recovery plan, according to PwCs 2025 Global Digital Trust Insights report. This gap between awareness and preparedness leaves organizations vulnerable, especially as cyber threats grow increasingly sophisticated.

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5 Jobs You Can’t Imagine Without AI Now (Anthropic Reports)

Analytics Vidhya

Artificial Intelligence (AI) is no longer a futuristic concept – its actively reshaping industries and job roles worldwide. A study by Anthropic, analyzing millions of conversations on Claude.ai, reveals how AI is being integrated into the workforce. While AI touches many industries, only about 4% of occupations currently use it for more than 75% of […] The post 5 Jobs You Cant Imagine Without AI Now (Anthropic Reports) appeared first on Analytics Vidhya.

Reporting 140
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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AI 에이전트 잘 쓰는 비법 있다··· ‘로우코드 교훈의 접목’

CIO Business Intelligence

AI ( AI ), AI . AI . AI . . . , AI 30 AI AI 37% . AI , . AI . . , . . , . , . AI . . , . AI . AI , , . AI , . AI . , , . .

ROI 66
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How Dataiku Bridges the Gap Between Technical and Business Teams

Dataiku

Data and AI projects require teamwork across multiple roles, from technical, hands-on builders to business users. But too often, teams work in silos, using disconnected tools that slow progress. Dataiku eliminates these barriers by creating a shared space where technical and non-technical users collaborate efficiently, ensuring AI projects move forward faster and with greater impact.

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“늘어나는 한국 고객 대응 위해 거점 확대”··· 베트남 SI 업체 FPT 소프트웨어, 판교 지사 설립

CIO Business Intelligence

FPT SI DX 30 . 2016 , . FPT IT , . FPT FPT , , . FPT , , . FPT 300 2,500 . LG, LG CNS, I&C, , SAP, ERP, 2024 60% . FPT 3 . FPT , , . , , , , FPT 2024 24 7,000 . dl-ciokorea@foundryco.

IT 64
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칼럼 | 비영어 생성형 AI의 데이터 격차, 투명성과 비용 절감 이끌어낼까?

CIO Business Intelligence

(LLM) . , . AI . . CIO ? . . AI(OpenAI) (DeepSeek) , . (AI .) , . , . AI , IT . . . . , 10 1, 100 1 . IBM . . . , , , . , 2. , , .

ROI 59
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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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“임원 25%가 커뮤니케이션에 AI 활용 목표”··· 딥엘, 언어 AI 백서 발표

CIO Business Intelligence

AI , , AI AI . EMEA . CEO , 20% . , C 1 . , AI , 72%2025 AI , 25% . . AI : AI ROI( ) . (28%), (19%), (25%) AI . , 30% AI AI , (29%), (28%), (26%), (25%) . : . (35%), (32%), (24%) . , (45%), (41%), (44%) . 2 (37%) . , (42%), (38%), (35%) , .

ROI 59
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“메타, 한국 AI 반도체 스타트업 ‘퓨리오사AI’ 인수 논의 중” 포브스

CIO Business Intelligence

, AI , . AI . AI , . AI 2017 AI , . AMD GPUCPU . AI AI NPU(Neural Processing Unit) . , 1,700 . DSC, . AI . AI 2021 AI , 8 AI (RNGD) . AI , RNGD H100 3 AI , 2 3 LLM . AI GPU , RNGD AI . GPU .

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Matching tech to degrees of scale at the Salvation Army

CIO Business Intelligence

The Salvation Army is a household name but beyond the iconic red shield logo is a vast network of retail stores, social programs, churches, and community services. Milad Kruze, executive GM for IT and also a CIO50 alum, is still learning about the scale of offerings nearly three years into the role, which is understandable considering the Salvation Army operates in about 140 countries worldwide and is Australias largest non-profit.

Testing 59
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Huawei Cloud fuels Saudi Arabia’s AI ambitions at LEAP 2025

CIO Business Intelligence

At LEAP 2025, Huawei Cloud demonstrated its commitment to Saudi Arabias AI leadership, showcasing its Riyadh Region as a pivotal hub for AI development in the Middle East, Central Asia, and Africa.The company highlighted how its sophisticated infrastructure and AI capabilities are empowering the Kingdom to build locally relevant AI solutions while maintaining data sovereignty.

Finance 59
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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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Saudi Arabia’s SBM publishes blueprint for AI success

CIO Business Intelligence

Saudi Arabias Vision 2030 emphasizes a technology-driven transformation to achieve its social, economic, and environmental goals, focusing on adopting and producing advanced innovations to position itself as a global leader in technological disruption. By positioning itself at the forefront of technological disruption, the country aims to be a global leader in shaping the future of technology.

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14 questioni che tolgono il sonno ai CIO

CIO Business Intelligence

I CIO, al giorno doggi, sono molto stressati dalle preoccupazioni di vecchia data sulla rapidit del cambiamento e sulla rivoluzione quantistica allorizzonte. Naturalmente, ci sono anche molti altri problemi che preoccupano i CIO qui e ora. Abbiamo quindi chiesto a diversi leader IT: che cosa vi tiene svegli la notte? Ecco che cosa ci hanno risposto. 1.

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구글, 공공 부문 5가지 AI 트렌드 제시 “정부 기관도 변화 중”

CIO Business Intelligence

2025 AI (AI Trends 2025 Public Sector) . IDC AI AI 161 . 50% . 2025 AI , , . 2025 AI, AI , , AI , 5 AI . , AI(Multimodal AI) , , , . AI , , (Waze) . , AI ( AI agent) . AI AI , , , . , (Assistive Search) AI . , , , . , AI AI (AI-powered constituent experience) .

IT 52
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솔트웨어, AWS 연계 ‘AI 기반 기술지원 시스템’ 개발

CIO Business Intelligence

AI AI , . AWS PLS(Partner Led Support) . PLS AWS , AWS AI . AI AWS , . AI , . AI . . (Amazon Bedrock Guardrail) (PII) IT . , (API , ) . AI , . dl-ciokorea@foundryco.

IT 52
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Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

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칼럼 | 구글의 입장 변화가 전하는 교훈, ‘AI 벤더의 내부 정책은 믿을 게 못 된다’

CIO Business Intelligence

CIO . . (?) . . , , . , . CIO . CIO . . , (RFP) . RFP ? . . ? AI . : . , , . . . . . . . , . , , , ! . (Dont be evil) . 10 . . . .

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From data to decisions: Graham Construction’s digital journey

CIO Business Intelligence

When I joined Graham three years ago, I became the first person in my current position. While data and analytics were not entirely new to the company, there was no enterprise-wide approach. As a result, we embarked on this journey to create a cohesive enterprise data strategy. Reflecting on my career, my current role did not exist when I began my professional journey 20 years ago.

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The low-code lessons CIOs can apply to agentic AI

CIO Business Intelligence

As gen AI goes from being a chatbot you ask questions of, to tools you ask to achieve things agentic AI is the slightly clumsy phrase for this approach its becoming increasingly clear that gen AI is most useful when its most personalized. And this is when gen AI is the most useful, and most appreciated by employees. Its a familiar virtuous cycle with staff who use gen AI the most and take the time to experiment with new features as they arrive, getting the most out of it, and going on to use i