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Cloud Deployment of AI Models Jumps, Says Data Science Study
Ignore the anecdotal stories you’re hearing about AI workloads driving a migration from the cloud to on-premises and private cloud environments. In 2024, only 27% of professional respondents in...
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What Makes TikTok’s Algorithms So Effective?
On Tuesday, the newly-elected U.S. President Donald J. Trump signed an executive order that gave TikTok a 75-day reprieve from being shut down in the U.S. by the Justice Department, much to the...
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Why Vector Databases Are Here to Stay in the AI Age
Vector databases, an important component within AI-driven architectures, have gained a lot of popularity with the advent of mainstream AI and large language models (LLMs). In the most basic terms,...
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ICYMI: DeepSeek Is an Open Source Success Story
Nvidia stockholders have about $400 billion less in their pockets today thanks to the open source efforts of a Chinese AI startup company called DeepSeek. And OpenAI, as well as the other commercial...
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Tools for Addressing Fairness and Bias in Multimodal AI
The recent boom in artificial intelligence gives us a fascinating glimpse of future possibilities, such as the emergence of agentic AI and powerful multimodal AI systems that have also become...
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The State of API Management in an Age of AI Insecurity
Something is rotten in the state of APIs. Then again, it could just be atrophy. In the 15 years since Kin Lane founded API Evangelist, little about API management has changed. APIs are still how just...
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Developer’s Introduction to the Replicate AI Playground
Right now, there is a whirling gyre around what to look at next within the LLM world. Should a developer be playing with existing models, extending existing models, or creating those models from...
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AI Is Spamming Open Source Repos With Fake Issues
AI is being used to open fake feature requests in open source repos, according to some maintainers. So far, AI-driven issues have been reported in Curl, React, CSS and Apache Airflow. It’s not known...
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New Tool Generates Angular Components From Design
Coding to Figma UI design specifications can be time-consuming for frontend developers. A new artificial intelligence tool called Auto Code from WaveMaker is designed to simplify the process by...
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Top Strategies for Building Scalable and Secure AI Applications
The global enterprise AI market is expanding rapidly, and more and more businesses are exploring AI’s potential to drive innovation and efficiency. The AI market is expected to reach an estimated...
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How AI Is Transforming Legal Research and Practice
The legal profession, steeped in centuries of tradition, is at a transformative crossroads. With 72% of legal professionals now viewing AI as a positive force in their practice (per the Thomson...
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My AI Python Coding Test: Surprising Results
You know it’s coming. You’ve heard the grumblings. You’ve read the memos and listened to the talks. AI is writing code. Trust me, I get the concern. I’m also a novelist and I’ve read accounts of other...
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Why Fitting Open Source and AI Together Is So Messy
LONDON — At a panel of leading open source AI experts at the third annual State of Open Con (SOOCon25), one thing quickly became clear: Even the pros are having trouble putting together the open...
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Where AI Benchmarks Fall Short, and How To Evaluate Models Instead
Enterprises face an overwhelming array of large language models (LLMs) from which to choose. With new releases like Meta’s Llama 3.3 alongside models like Google’s Gemma and Microsoft’s Phi, the...
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The Metamorphosis of Open Source: An Industry in Transition
Twenty years ago, declaring your project “open source” was a statement of principle, philosophy, and community. Today, it’s more likely to be a business decision, a marketing strategy, or a talent...
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Is Fine-Tuning or Prompt Engineering the Right Approach for AI?
We previously discussed how building a RAG-based chatbot for enterprise data paved the way for creating a comprehensive GenAI platform. That article highlighted the growing need for enterprises to...
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Security Is Blocking AI Adoption: Is BYOC the Answer?
The landscape of AI adoption has transformed dramatically in the 18 months since ChatGPT’s debut. According to McKinsey’s 2024 Global Survey on AI, organizational AI adoption has surged from 50% to...
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Why AI Agents Need an Operational Database
AI agent applications are poised to transform the way employees and customers interact with computer systems. By gathering data, reasoning and executing tasks, these agents will automate human...
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Rethinking AI in the Future of Quality and Testing
Software testing is undergoing a major transformation with the rise of generative AI. While many are excited about AI’s ability to generate tests, this alone isn’t enough. Current approaches often...
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Best Terminal Applications for Development
While most developers prefer to work within an integrated development environment (IDE), there are those who prefer the efficiency, simplicity and speed of working from within the terminal window....
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Data Infrastructure, Not AI Models, Will Drive IT Spend in 2025
As organizations race to implement Artificial Intelligence (AI) initiatives, they’re encountering an unexpected bottleneck: the massive cost of data infrastructure required to support AI applications....
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Not My Father’s Middleware: How To Be Productive With Agentic AI
My father, Nick Humble, worked for IBM for most of his career. In the early 1990s, he worked on the launch team for a brand new piece of messaging-oriented middleware called IBM MQ Series (now called...
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Can AI Generate Functional Terraform?
Current large language models (LLMs) can generate syntactically correct Terraform HCL code, but can they generate deployable, functional Terraform stacks? Anyone who has tried will quickly notice a...
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Who Needs Neural Networks? The Generative Prowess of State Transition Models
Contrary to popular belief, not all generative models for AI require deep learning, neural networks, and the large language models (LLMs) many consider synonymous with Generative AI, if not AI itself....
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Deep Dive Into DeepSeek-R1: How It Works and What It Can Do
The dust is still settling after the recent release of DeepSeek R-1, a Chinese large language model that purportedly is on par with OpenAI’s o1 LLM for reasoning tasks, but was trained for about $6...
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Augment Code: An AI Coding Tool for ‘Real’ Development Work
I’ve been working in Visual Studio Code with Copilot running, just for the completions. But I’ve found them to be fairly solid — a bit like a junior dev who has an idea what you might want to write...
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