December, 2024

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12 AI predictions for 2025

CIO

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either. Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors.

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Designing data products: Working backwards from use cases

Martin Fowler

Increasingly the industry is seeing the value of creating data products as a core organizing principle for analytic data. Kiran Prakash has helped many clients design their data products, and shares what he's learned. In particular his methodical approach doesn't begin by thinking about some data that might be handy to share, but instead works from what consumers of a data product need.

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Trending Sources

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The Agile advantage: Modernizing auto finance in Thailand

Agile Alliance

By embracing Agile principles of collaboration, adaptability, and customer focus, a leading Thai bank transformed its digital strategy, fostering innovation, alignment, and measurable business success. The post The Agile advantage: Modernizing auto finance in Thailand first appeared on Agile Alliance.

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When You’re the Scapegoat: Powerful Phrases to Address Unfair Blame

Let's Grow Leaders

Powerful Phrases for When You’re Being Set Up as the Scapegoat Being set up as the scapegoat never feels easy. It’s uncomfortable, unfair, and downright isolating. But here’s the good news: you don’t have to stay the goat in this blame game. Instead, you can fight goats with GOATs—our Greatest of All Time Powerful Phrases for Dealing With Workplace Conflict —and other powerful phrases and rise above the chaos.

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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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The Ultimate Guide to High-Potential Identification in Tech Hiring

Hacker Earth Developers Blog

Identifying high-potential talent in tech hiring is one of the most critical challenges organizations face today. With rapid advancements in technology, the demand for skilled, adaptable professionals has never been greater. Yet, finding candidates who not only meet current technical needs but also show promise for future growth and leadership is easier said than done.

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6 ways you’re failing at change management

CIO

In the digital transformation era, organizational change is constant. Its up to IT leaders to ensure the changes their digital initiatives bring to business workflows are absorbed and acted upon by the users impacted by them. Too often, however, change management is treated as an afterthought, observes Munir Hafez, senior vice president and CIO at consumer credit reporting agency TransUnion.

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How to Authenticate to Google Cloud using OpenID Connect in your GitLab CI/CD pipeline

Xebia

Still using sensitive service account keys in your GitLab repository? Want to enhance the security of your CI/CD pipelines? In this blog post, I will show you the process of authenticating your GitLab CI/CD pipelines to Google Cloud using OpenID Connect (OIDC). By leveraging OIDC, you can eliminate the need to store sensitive credentials in your repository, significantly reducing the risk of unauthorized access.

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What We Learned About AI From 7 Active Startup Investors This Year  

Crunchbase News

Editors note: In 2024, Crunchbase News interviewed active startup investors in artificial intelligence. Below, we publish highlights from those interviews. Read the full interviews with Felicis , Battery Ventures , Bain Capital Ventures , Menlo Ventures , Scale Venture Partners , Costanoa and Citi Ventures as well as highlights from more interviews we shared in 2023.

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Improving Retrieval Augmented Generation accuracy with GraphRAG

AWS Machine Learning - AI

Customers need better accuracy to take generative AI applications into production. In a world where decisions are increasingly data-driven, the integrity and reliability of information are paramount. To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) architectural pattern, which integrates dense embeddings to ground AI outputs in relevant context.

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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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The Importance of Assessing Interpersonal Skills in Recruitment

Hacker Earth Developers Blog

In the competitive world of hiring, particularly in tech, recruitment is no longer just about finding candidates with the right technical expertise. Interpersonal skills—often termed “ soft skills “—have become equally critical, especially as organizations increasingly emphasize teamwork, communication, and adaptability. For tech teams tasked with solving complex problems, interpersonal skills ensure smoother collaboration, innovation, and productivity.

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Crafting Operational Excellence: Key Considerations in a Search for an Operations Leader

N2Growth Blog

At N2Growth, we recognize that the Chief Operating Officer is indispensable to the executive leadership team. This role is not merely about managing daily operations; it involves strategically aligning people to operational processes with the company’s long-term vision. Collaborating closely with the Chief Executive Officer, the operations leader executes the organization’s strategy, makes pivotal decisions, and drives performance across all departments.

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How will AI agents be priced? CIOs need to pay attention

CIO

Agentic AI, the more focused alternative to general-purpose generative AI, is gaining momentum in the enterprise, with Forrester having named it a top emerging technology for 2025 in June. Since then, several organizations have begun using the technology , and major vendors such as Salesforce and ServiceNow have offered AI agents to customers. Agentic AI focuses on performing specific tasks and emphasizes operational decision-making instead of the content generation often associated with gen AI

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Simplify your workflow deployment with Databricks Asset Bundles: Part I

Xebia

Databricks is now a top choice for data teams. Its user-friendly, collaborative platform simplifies building data pipelines and machine learning models. However, deploying these workflows into production, programmatically, can be challenging. Many data practitioners, myself included, have faced various deployment and resource management strategies. I’ve explored different approaches.

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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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The Year Of Humanoid Robots

Crunchbase News

This past year wasnt the highest-grossing period for robotics startup investment. However, it was one of the flashiest. In areas from humanoid coworker bots to AI robot brains, startups developing some of the most scifi-esque applications of the technology scored the years largest rounds. Big deals skewed early stage as well, indicating the cycle is likely just getting started.

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Automating Document Processing With AI

Dataiku

Organizations accumulate vast amounts of key information , much of which is locked away in documents. These documents whether they are reports, contracts, invoices, or emails are typically designed for human consumption, making them difficult to process automatically. Fortunately, Document AI , the subfield of AI focused on documents, is making rapid and significant progress.

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Benchmark Metrics to Improve Your Recruiting Funnel

Hacker Earth Developers Blog

In a competitive job market, recruiting the right talent efficiently and effectively can set your organization apart. However, even with a streamlined hiring process, theres always room for improvement. This is where benchmarking metrics for your recruiting funnel come into play. By evaluating the key stages of your recruitment process against industry standards, you can identify areas of improvement, optimize hiring strategies, and ultimately make better hiring decisions.

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PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium

AWS Machine Learning - AI

Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking to use LLM foundation models (FM) with their domain-specific data. However, companies are discovering that performing full fine tuning for these models with their data isnt cost effective. To reduce costs while continuing to use the power of AI , many companies have shifted to fine tuning LLMs on their domain-specific data using Parameter-Efficient Fine Tuning (

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

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AI data readiness: C-suite fantasy, big IT problem

CIO

Business leaders may be confident that their organizations data is ready for AI, but IT workers tell a much different story, with most spending hours each day massaging the data into shape. Nearly nine in 10 business leaders say their organizations data ecosystems are ready to build and deploy AI at scale, according to a recent Capital One AI readiness survey.

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GitHub Copilot is available for every single GitHub Developer! 

Xebia

GitHub has made GitHub Copilot available to every single GitHub user on the planet, which allows you to get started discovering GitHub Copilot for free, right now! Here is how to get started and what you need to know. GitHub Copilot is an AI-powered pair programming buddy that can help you write, review, understand code, and more! As it is available inside of coding editors as well as on github.com, it has the context of the code (or documentation, or tests, or anything else) that you are workin

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Forecast: 2024 Was Slow For Tech IPOs, But 2025 Could Be Different

Crunchbase News

After another slow year in 2024 for new tech listings, there is an expectation that the IPO markets will pick up in 2025. A year ago, the outlook was not bullish. What has changed? I think there’s a lot of confidence in the market. Stock markets are trading at all-time highs, said Ran Ben-Tzur of legal advisory firm Fenwick & West. And there’s been a rotation back to focusing on growth, which obviously is great for tech.

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Harnessing AI to Strengthen OT Security Against Modern Cyber Threats

Palo Alto Networks

This post was originally published on Automation.com. As organizations around the globe rapidly adopt AI, it is becoming clear that this transformation brings both significant opportunities and serious risks. In the latest McKinsey Global Survey on AI, 65% of participants said their companies regularly used AI, a dramatic increase in a very short period.

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Prevent Data Breaches With Zero-Trust Enterprise Password Management

Keeper Security is transforming cybersecurity for people and organizations around the world. Keeper’s affordable and easy-to-use solutions are built on a foundation of zero-trust and zero-knowledge security to protect every user on every device. Our next-generation privileged access management solution deploys in minutes and seamlessly integrates with any tech stack to prevent breaches, reduce help desk costs and ensure compliance.

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Top 4 University Recruiting Trends for 2025

Hacker Earth Developers Blog

University recruiting is evolving rapidly, driven by changes in technology, student expectations, and shifting employer needs. As we move toward 2025, companies must adapt to these trends to stay competitive in attracting top university talent. From embracing technology-driven recruitment methods to focusing on diversity and inclusion, university recruiting is becoming more dynamic and strategic.

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Elevate customer experience by using the Amazon Q Business custom plugin for New Relic AI

AWS Machine Learning - AI

Digital experience interruptions can harm customer satisfaction and business performance across industries. Application failures, slow load times, and service unavailability can lead to user frustration, decreased engagement, and revenue loss. The risk and impact of outages increase during peak usage periods, which vary by industry—from ecommerce sales events to financial quarter-ends or major product launches.

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5 tips for better business value from gen AI

CIO

CIOs have been able to ride the AI hype cycle to bolster investment in their gen AI strategies, but the AI honeymoon may soon be over, as Gartner recently placed gen AI at the peak of inflated expectations , with the trough of disillusionment not far behind. That doesnt mean investments will dry up overnight. According to AI at Wartons report on navigating gen AIs early years, 72% of enterprises predict gen AI budget growth over the next 12 months but slower increases over the next two to five y

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See clearly, spend wisely: The power of data platform observability

Xebia

Modern Pay-As-You-Go Data Platforms: Easy to Start, Challenging to Control It’s Easier Than Ever to Start Getting Insights into Your Data The rapid evolution of data platforms has revolutionized the way businesses interact with their data. Today, tools like Databricks and Snowflake have simplified the process, making it accessible for organizations of all sizes to extract meaningful insights.

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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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Global VC Funding Ticked Up In November Thanks To AI And Billion-Dollar Deals

Crunchbase News

Global venture funding totaled $28 billion in November 2024, Crunchbase data shows. That’s down from the $32 billion raised in October 2024, but up from the $21 billion raised in November 2023. More than a third of funding last month came from just three companies that each raised billion-dollar-plus rounds: AI foundation model companies xAI and Anthropic , and quality engineering testing service Tricentis.

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AI has had its Cambrian moment — Blockchain’s is yet to come

Ooda Loop

In the annals of technological progress, certain moments stand as turning points when innovation has reached critical mass, catalyzing explosive growth and global adoption. These Cambrian explosions fundamentally reshape the way we live and work. Artificial intelligence has had its Cambrian moment. After decades of slow evolution, breakthroughs, such as artificial neural networks (ANNs), have […] The post AI has had its Cambrian moment Blockchains is yet to come appeared first on OODAloop

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How to Measure the Effectiveness of Recruitment and Selection Process

Hacker Earth Developers Blog

In todays competitive job market, its not enough for companies to just fill open positions. To ensure long-term success, it’s crucial to measure the effectiveness of recruitment and selection processes. An efficient recruitment process not only attracts top talent but also ensures that new hires are a good fit for the companys culture and long-term goals.