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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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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Automation, Evolved: Your New Playbook For Smarter Knowledge Work

Speaker: Frank Taliano

Document-heavy workflows slow down productivity, bury institutional knowledge, and drain resources. But with the right AI implementation, these inefficiencies become opportunities for transformation. So how do you identify where to start and how to succeed? Learn how to develop a clear, practical roadmap for leveraging AI to streamline processes, automate knowledge work, and unlock real operational gains.

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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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CMO and CDO: The Digital Marketing Partnership Fueling Growth

N2Growth Blog

The digital revolution has fundamentally reshaped how businesses operate and engage with customers. In this landscape, the collaboration between the Chief Marketing and the Chief Digital Officer has become a pivotal driver of organizational success. These roles, while distinct, are increasingly interwoven, and their synergy can unlock unprecedented opportunities for growth and innovation.

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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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Build generative AI applications quickly with Amazon Bedrock IDE in Amazon SageMaker Unified Studio

AWS Machine Learning - AI

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. To address these challenges, we introduce Amazon Bedrock IDE , an integrated environment for developing and customizing generative AI applications.

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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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How Skills-Based Hiring Lays the Foundation for Inclusive Recruitment Practices?

Hacker Earth Developers Blog

Building a diverse and inclusive workforce is no longer just a “nice-to-have” goal; it’s a critical driver of innovation and business success. According to a report by McKinsey, companies with diverse teams are 35% more likely to outperform their competitors. However, achieving true inclusivity starts with one pivotal shiftmoving away from traditional hiring practices and adopting skills-based hiring.

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How GitHub Copilot Free is a great thing for the whole world 

Xebia

I remember when a couple of years ago, GitHub started giving free usage of GitHub Codespaces to all its users. Not only was it a great way to help people contribute to open source with fewer hassles, but it was also a huge step in supporting diversity and equality around the world. Democratizing access to fast, persistent compute across the globe, it allows anyone in the world to access a powerful development machine, learn how to code, automate repetitive tasks and build a small enterprise.

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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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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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The 2025 Recruitment Playbook

The 2025 Recruitment Playbook by Procom is a strategic guide tailored for hiring managers to navigate the evolving talent landscape. Highlighting innovations like AI-driven tools and data analytics, the playbook empowers leaders to streamline processes, enhance candidate experiences , and foster diversity and inclusion. It provides actionable insights for every recruitment stage—from sourcing and screening to onboarding and retention.

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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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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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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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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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Introducing the new Docs landing page

Ruby on Rails

Last week, we published a bunch of new and updated resources to help you learn Rails and learn how companies leverage Rails to build successful businesses. But we also made a few structural and navigational changes to the website that you may not have noticed (yet). The challenge: lots of resources, little space Earlier this year, we had big plans: Create a new flagship tutorial (with more planned soon).

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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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From Start to Scale: Driving Growth Through Seamless Payments Implementation

Speaker: Michael Veatch, Senior Director, Implementations & Ella Aguirre, Director of Solution Consulting

Embedding payments can be a transformative step for software companies looking to enhance their platform capabilities, boost customer satisfaction, and drive long-term growth. However, the success of payments hinges on a single thing: implementation. Drawing on real-world insights and experiences, payments implementation experts Michael Veatch and Ella Aguirre will explore actionable strategies that can lead to a transparent, friction-free launch and mitigate potential challenges like technical

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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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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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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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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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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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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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Understanding data(), Interpolation and Computed Properties in Vue.js

Perficient

How to Easily Manage and Display Data in Vue.js? Are you building a dynamic, interactive Vue.js app and wondering how to manage and display data efficiently? In this guide, we’ll show you how to easily store data, display it instantly on your page with Vue’s interpolation, and optimize complex calculations with computed properties. These features will help your app run faster and smoother than ever!

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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.