MR Group Announces New Headquarters and Launch of RETAiX Retail Analytics Platform – TMX Newsfile
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Building enterprise voice AI agents: A UX approach
The voice AI agents market is projected to grow from $2.4 billion in 2024 to $47.5 billion by 2034, a 34.8% compound annual growth rate. Yet only 1% of enterprises consider their AI deployments “mature” and fewer than 10% of AI use cases make it past pilot stage. The models work but the gap is…
Spring AI tutorial: How to develop AI agents with Spring
Artificial intelligence and related technologies are evolving rapidly, but until recently, Java developers had few options for integrating AI capabilities directly into Spring-based applications. Spring AI changes that by leveraging familiar Spring conventions such as dependency injection and the configuration-first philosophy in a modern AI development framework. My last tutorial demonstrated how to configure Spring…
Why ‘curate first, annotate smarter’ is reshaping computer vision development
Computer vision teams face an uncomfortable reality. Even as annotation costs continue to rise, research consistently shows that teams annotate far more data than they actually need. Sometimes teams annotate the wrong data entirely, contributing little to model improvements. In fact, by some estimates, 95% of data annotations go to waste. The problem extends beyond…
Vim and GNU Emacs: Claude Code helpfully found zero-day exploits for both
Developers can spend days using fuzzing tools to find security weaknesses in code. Alternatively, they can simply ask an LLM to do the job for them in seconds. The catch: LLMs are evolving so rapidly that this convenience might come with hidden dangers. The latest example is from researcher Hung Nguyen from AI red teaming…
Google’s TurboQuant Marks a Fundamental Shift in How AI Systems Scale
AI models depend on vectors to understand text, images, or data directly. More specifically, they rely on high-dimensional vectors that encode semantic meaning. It allows the system to capture and process complex information, such as features of an image or properties of datasets. While these vectors are powerful, they also consume vast amounts of memory….
Meta shows structured prompts can make LLMs more reliable for code review
Meta researchers have developed a structured prompting technique that enables LLMs to verify code patches without executing them, achieving up to 93% accuracy in tests. The method, dubbed semi-formal reasoning, could help reduce reliance on the resource-heavy sandbox environments currently required for automated code validation. The development comes as organizations look to deploy agentic AI…
What next for junior developers?
Everyone is worried about junior developers. What are all these fresh-faced computer science graduates going to do now that AI is writing all the code? It is a legitimate concern. It wasn’t that long ago that the best advice I could give an early-career person interested in software development was to go to a boot camp. Sure,…
PEP 816: How Python is getting serious about Wasm
WebAssembly, or Wasm, provides a standard way to deliver compact, binary-format applications that can run in the browser. Wasm is also designed to run at or near machine-native speeds. Developers can write code in one of the various languages that compile to Wasm as a target (e.g., Rust), and deliver that program anywhere Wasm runs….
Enterprise Spotlight: Setting the 2026 IT agenda
IT leaders are setting their operations strategies for 2026 with an eye toward agility, flexibility, and tangible business results. Download the January 2026 issue of the Enterprise Spotlight from the editors of CIO, Computerworld, CSO, InfoWorld, and Network World and learn about the trends and technologies that will drive the IT agenda in the year…