Author: Carter

**One American Stock Benefits as Smartphones, MRI, and AI Servers Want the Same Chip** The race for the next-generation phone, hospital scanner, and AI server is being decided not by brand or design, but by a single, critical component: the memory chip. A powerful convergence is occurring where three very different technologies now compete for the same DRAM and NAND silicon, creating a supply squeeze that has quietly rewired the global electronics market. The unlikely beneficiary of this high-stakes battle is one American semiconductor giant—Micron Technology. — ### Why One Wafer Now Has Three Buyers At the heart of this…

**Matplotlib vs. Plotly: Choosing the Right Python Visualization Library** In the world of data analysis, effective communication of insights is just as important as the analysis itself. A significant part of an analyst’s or data scientist’s workload involves creating data visualizations. If you’re working in Python, you’re likely familiar with **Matplotlib**—the foundational and highly flexible plotting library that has long been the standard for creating static, publication-quality charts. However, when the goal shifts from simply creating a chart to enabling **interaction**—such as zooming into dense data, hovering to see exact values, or toggling datasets on and off—a static image often…

## Understanding GPU Sharing on Kubernetes: The Role of HAMi and Dynamic Resource Allocation In the evolving landscape of Kubernetes, efficiently sharing GPUs across multiple workloads has become increasingly critical. Projects like HAMi have pioneered sophisticated mechanisms for fractional GPU sharing, but with the advent of Kubernetes Dynamic Resource Allocation (DRA), questions about relevance and synergy naturally arise. This article breaks down these concepts, examines their interplay, and offers practical insights for choosing the right approach. — ### **How GPU Sharing Worked When the API Couldn’t Help** Before DRA, sharing GPUs on Kubernetes required workarounds due to limitations in the…

**The Future of Digital Signage: How AI and Data Are Transforming Content Engagement** The digital signage landscape is undergoing a rapid transformation. It has evolved from static displays to dynamic, intelligent endpoints that are reshaping how businesses interact with customers and employees. Driven by the need to deliver more engaging, tech-forward experiences, industries such as retail, restaurant, hospitality, and corporate are leveraging advanced content strategies not just for engagement, but also for operational optimization and business growth. At the core of this evolution is content, managed by pro AV and sophisticated digital signage ecosystems. The integration of operational artificial intelligence…

**Harnessing Small Language Models: A Practical Guide with SmolLM3** In the rapidly evolving world of artificial intelligence, the sheer scale of language models can be both a blessing and a curse. While massive models with hundreds of billions of parameters dominate headlines, a more pragmatic approach is emerging: leveraging smaller, more efficient models for specific tasks. Small Language Models (SLMs), such as **SmolLM3**, demonstrate that targeted training and clever architecture can often outperform larger counterparts in focused, real-world applications, all while being significantly cheaper and faster to run. This article explores the power of SLMs by guiding you through building…

**Black Hat USA 2026: Key Cybersecurity Product Announcements and Research** The 2026 edition of the Black Hat conference in Las Vegas has once again established itself as a premier venue for cybersecurity innovation. This year’s event is showcasing a vast array of cutting-edge products and services as companies compete to address an increasingly complex digital landscape. From AI-driven security models to revolutionary approaches to access control and threat detection, the announcements this week highlight the rapid evolution of the cybersecurity industry. To help navigate the immense volume of information, the SecurityWeek team has compiled a digest summarizing the most significant…

**Bitcoin’s BIP110 Moment: Three Possible Scenarios** *Author’s note: In my view BIP110 is both useless and harmful, and I do expect it to fail (see scenario 1). Despite this I tried to write this article as factually as I could, entertaining different possible scenarios, as I do hope it may provide some clarity on this soft fork attempt.* The OP_RETURN debate has escalated to the point where Bitcoin Knots implemented BIP110: a consensus protocol change that temporarily limits the size of OP_RETURNs and intends to reduce other types of data on Bitcoin’s blockchain as well. However BIP110 does not have…

**Amazon Bedrock AgentCore Runtime Instances: Powering Stateful, Multi-Agent Workflows** Amazon Bedrock AgentCore Runtime Instances represent a significant evolution in agent computing, moving beyond transient microVMs to provide persistent, managed infrastructure built for complex agent workloads. Designed for scenarios where agents need to operate for extended periods, share state, and collaborate directly, runtime instances introduce a new model for deploying and managing AI agents in production. ## **What Are Runtime Instances?** At their core, runtime instances are fully managed EC2 instances provisioned through Amazon Bedrock AgentCore. They offer a durable execution environment capable of supporting stateful agent workflows that can run…

**Water Management Gets a Secure IoT Upgrade: The Sabesp, Vivo, and IDEMIA Partnership** By Marc Kavinsky, Lead Editor at IoT Business News A significant development in the Internet of Things (IoT) landscape has emerged from Brazil. Sabesp, the state water-management company, has announced a landmark partnership with Vivo, a major mobile network operator, and IDEMIA Secure Transactions, a specialist in secure digital identity and transactions. This initiative moves beyond the simple rollout of sensors and meters, aiming to create what is described as the world’s largest IoT project focused on secure and sustainable water management across Brazil. This collaboration is…

**Best Back-to-School Tech Accessories to Upgrade Your Study Setup** As back-to-school season is already underway, many students are looking to upgrade their study tools for a productive semester. Whether you are preparing for classes or aiming to enhance your office setup, investing in the right laptop is just the beginning. The right accessories can transform the way you learn, work, and enjoy campus life. With so many options available, choosing the best gadgets can be overwhelming—but we’ve done the hard work for you. Here’s a curated list of some of the best back-to-school tech accessories, ranging from budget-friendly to premium,…