Beyond clouds: Why your AI strategy needs an edge perspective

We’ve entered the intelligent age, in which vast quantities of data are being put to work with AI to improve products, boost efficiency, enhance healthcare and transportation, and provide more personalized experiences. Emerging AI use cases like autonomous vehicles, healthcare monitoring, smart manufacturing, and precision farming promise to make our lives and our world better. … Read more

New procedural memory framework promises cheaper, more resilient AI agents – Computerworld

“Procedural memory excels in structured, multi-step business processes, such as customer service, finance, and logistics, amongst others,” said Prabhu Ram, VP of the industry research group at Cybermedia Research. “Its modular, incremental integration model lets organizations upgrade existing agents without disruptive system overhauls.” Significantly, the paper noted that procedural knowledge created by a larger model … Read more

Send Emails with Windsurf and Mailtrap

Learn how to seamlessly integrate Mailtrap with Windsurf to send transactional emails using simple AI prompts. This article provides a comprehensive guide based on Mailtrap’s official tutorial on how to send emails in Windsurf. Before we start Required accounts Windsurf account – to access the AI-powered development environment Mailtrap account – to send emails Node.js … Read more

Boosting Anatomical Retrieval Accuracy with Re-Ranking Methods

Table of Links Abstract and 1. Introduction Materials and Methods 2.1 Vector Database and Indexing 2.2 Feature Extractors 2.3 Dataset and Pre-processing 2.4 Search and Retrieval 2.5 Re-ranking retrieval and evaluation Evaluation and 3.1 Search and Retrieval 3.2 Re-ranking Discussion 4.1 Dataset and 4.2 Re-ranking 4.3 Embeddings 4.4 Volume-based, Region-based and Localized Retrieval and 4.5 … Read more

8 vendors bringing AI to devsecops and application security

Chainguard Chainguard, founded by former Google engineers with deep experience in Linux distributions and supply chain security, is a provider of hardened, continuously updated, “zero-CVE” open-source software packages, from base operating system images to minimal container images, language libraries, and virtual machine appliances. The company focuses on devsecops teams, with solutions designed to give both … Read more

How to Build Your AI Demos with Gradio

The world of artificial intelligence moves fast. Every week, new models appear, older ones get better, and the tools to use them become easier. But if you are building a machine learning project, you may face one big problem: how to share your work quickly so that others can try it. A notebook full of … Read more

Agentic AI – Ongoing coverage of its impact on the enterprise – Computerworld

How AI agents work March 24, 2025: By leveraging technologies such as machine learning, natural language processing (NLP), and contextual understanding, AI agents can operate independently, even partnering with other agents to perform complex tasks. 5 top business use cases for AI agents March 19, 2025: AI agents are poised to transform the enterprise, from … Read more

A Radio Button Shopping Cart Trick

Editor’s note: This is a really clever idea that Preethi shared, but you will also see that it comes with accessibility drawbacks because it uses duplicated interactive elements. There are other ways to approach this sort of thing, as Preethi mentions, and we’ll look at one of them in a future article. Two large pizzas … Read more

Trusting an unverified AI agent is like handing your keys to a drunk graduate

AI agents are now being embedded across core business functions globally. Soon, these agents could be scheduling our lives, making key decisions, and negotiating deals on our behalf. The prospect is exciting and ambitious, but it also begs the question: who’s actually supervising them? Over half (51%) of companies have deployed AI agents, and Salesforce … Read more

The discipline of great code

Brilliant code In other words, taking care of the small and precise details will help to ensure that the big picture will be taken care of. If you don’t get the little things right, the big things won’t be right either. Writing clean code, just like polishing forks, becomes a habit. Repetition can be seen as tedious, … Read more

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