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UV: The Engineering Secrets Behind Pythons Speed King Python packaging has long been a bottleneck for developers. Slow installations, complex dependency resolution, and fragmented tools. UV, the new package manager from Astral (creators of Ruff ), changes this by completely rethinking Python packaging from the ground up. Understanding Traditional Python Package Managers Python package managers like pip perform three core functions: 1.
ChatGPT-written term papers? Thats so last semester. Since the AI chatbots 2022 debut, CIOs at the nearly 4,000 US institutions of higher education have had their hands full charting strategy and practices for the use of generative AI among students and professors, according to research by the National Center for Education Statistics. But now higher ed CIOs are beginning to turn their focus to using gen AI to improve operations.
Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements. The multi-LLM approach enables organizations to effectively choose the right model for each task, adapt to different domains, and optimize for specific cost, latency, or quality needs.
Broadcom and Google Clouds continued commitment to solving our customers most pressing challenges stems from our joint goal to enable every organizations ability to digitally transform through data-powered innovation with the highly secure and cyber-resilient infrastructure, platform, industry solutions and expertise. With our longstanding technology and go-to-market partnership, we are yet again innovating to deliver value in the space of cyber and disaster recovery.
When test coverage falls behind release velocity, quality suffers, and your team feels the consequences. This guide outlines when it makes sense to outsource quality assurance (QA), the risks to watch for, and how to scale testing without increasing headcount or slowing down engineering. You will learn how leading teams are leveraging external QA partners to expand coverage, enhance defect detection, and remain aligned with CI/CD timelines.
This is my personal review of a talk given by Martin Odersky at Scalar Conf 2025. If you would like to watch Martin’s talk, here you have it. Evolving Scala by Martin Odersky 1. The Retrospective When Scala emerged as a new programming language, it offered two main components in its value proposition. On one hand, it provided a unified paradigm that harmoniously merged object-oriented and functional programming.
For those that attended VMware Explore in Las Vegas and Barcelona, there was a new self-paced hands-on lab released exclusively for the attendees to experience Google Cloud VMware Engine while at the events. I am happy to announce that this lab has now been made publicly available through the VMware Lab Platform website for anyone to enroll and try.
For those that attended VMware Explore in Las Vegas and Barcelona, there was a new self-paced hands-on lab released exclusively for the attendees to experience Google Cloud VMware Engine while at the events. I am happy to announce that this lab has now been made publicly available through the VMware Lab Platform website for anyone to enroll and try.
Generative AI (GenAI) and large language models (LLMs) are becoming ubiquitous in businesses across sectors, increasing productivity, driving competitiveness and positively impacting companies bottom lines. However, as LLMs and GenAI become deeply integrated into your critical operations and decision-making processes, adversaries can exploit subtle vulnerabilities to manipulate your model outputs to coerce unauthorized behaviors or compromise sensitive information.
In an era when artificial intelligence (AI) and other resource-intensive technologies demand unprecedented computing power, data centers are starting to buckle, and CIOs are feeling the budget pressure. To address these issues, IT organizations are increasingly migrating workloads to the cloud to gain operational efficiency and agility. There are many challenges in managing a traditional data center, starting with the refresh cycle.
For ten years Ive been asking audiences of leaders this question: In the last year, has it been easier or harder to control your level of mental chatter? In every year of the last ten, the answer has been harder. It would seem, then, that the leadership curve on mental chatter is up and to the right. For example, a group of sixty-five leaders I spoke to this past week on the connection between effective self-management and positive leadership outcomes posted these overall results in a self-asses
CEOs and boards of directors are tasking their CIOs to enable artificial intelligence (AI) within the organization as rapidly as possible. As a result, many IT leaders face a choice: build new infrastructure to create and support AI-powered systems from scratch or find ways to deploy AI while leveraging their current infrastructure investments. For those enterprises with significant VMware deployments, migrating their virtual workloads to the cloud can provide a nondisruptive path that builds on
Employee productivity is a critical factor in maintaining a competitive advantage. Amazon Q Business offers a unique opportunity to enhance workforce efficiency by providing AI-powered assistance that can significantly reduce the time spent searching for information, generating content, and completing routine tasks. Amazon Q Business is a fully managed, generative AI-powered assistant that lets you build interactive chat applications using your enterprise data, generating answers based on your d
There are many benefits of running workloads in the cloud, including greater efficiency, stronger performance, the ability to scale, and ubiquitous access to applications, data, and cloud-native services. That said, there are also advantages to a hybrid approach, where applications live both on-premises and in the cloud. A collaboration between Google Cloud and Broadcom enables organizations to take full advantage of this strategy.
Nuro , a developer of autonomous driving technology and software, raised $106 million in an ongoing Series E that values the company at $6 billion. The new deal would represent a cut from the reported $8.6 billion it was valued at in 2021 after raising a $600 million Series D led by Tiger Global Management. Since that round, the Mountain View, California-based company has faced major challenges including slashing its workforce and a change in business strategy, moving away from its delivery vehi
With a strong CFO background in a number of ASX listed organizations, Downer group CIO Nicola Dorling is no stranger to transformation. At commodity trading companyGrainCorp, for instance, she was integral in integrating a commodity management trading system into SAP. That was my first push into technology, and utilizing it to streamline processes, data, the way people worked, and have it fully integrated into a full stack solution, she says.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Individual Channel Partner Awards: Delivering Big on Enterprise Storage Solutions and Customer-Centric Excellence Adriana Andronescu Wed, 04/09/2025 - 08:03 The channel is important to Infinidat, and the partners who are out there every day working hard in the trenches to pursue new customer opportunities are the lifeblood of our channel business. It is our honor to announce the winners of this years Infinidat Channel Awards for individuals who have dramatically exceeded expectations to make a p
Cloud computing has been a major force in enterprise technology for two decades. But according to a Barclays report issued last year, only 42% of workloads reside in the public cloud , despite the benefits of running workloads in the cloud. Moving workloads to the cloud can enable enterprises to decommission hardware to reduce maintenance, management, and capital expenses.
Chinese scientists used a quantum computer to fine-tune a billion-parameter artificial intelligence (AI) model, marking what they claim is a global first and a step toward combining quantum computing with advanced AI tasks, the state-affiliated Global Times reported. The experiment was conducted on a superconducting quantum computer called Origin Wukong, which runs on a domestically […] The post Chinese Researchers Use Quantum Computer to Fine-Tune Billion-Parameter AI Model appeared first
VMware Cloud Foundation on Google Cloud VMware Engine (GCVE) is now generally available, and there has never been a better time to move your VMware workloads to Google Cloud, so you can bring down your costs and benefit from a modern cloud experience. In partnership with Broadcom, were pleased to announce: Support for VMware Cloud Foundation (VCF) is now available with ~20% lower commitment pricing License portability entitlement support for VCF will allow you to preserve your VMware investments
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Mismanaging configurations in your multi-cloud environment can put you at an elevated risk for cyber attacks. In the first installment of our Stronger Cloud Security in Five blog series, we outline five best practices for boosting your cloud configuration management. A misconfigured web application firewall. A publicly accessible and unprotected cloud database.
By John Haddox Whether its the latest aircraft landing gears , hygienic air filters or smart-home devices , product designers are always on the hunt for new configurations that could become the next big thing. Yet it’s manufacturing companies that turn these dreams into a reality innovating production lines and processes to fulfill tasks in the most cost-effective way possible.
Want to elevate your Optimizely PaaS CMS site’s search capabilities? Azure AI Search could be just the tool you need! In this blog, Ill discuss how to connect your CMS with Microsofts advanced AI-driven search platform to create fast, smart search experiences that surpass regular keyword searches. What is Azure AI Search? Azure AI Search is Microsoft’s cloud-based search service powered by AI.
Latin America startup investment declined sequentially in the first quarter of this year, driven by a drop in later-stage dealmaking. Even so, funding was above the depressed levels seen a year ago, and early-stage dealmaking showed signs of strength. Altogether, investors put just over $800 million into seed through growth-stage deals across Central America and South America in Q1, per Crunchbase data.
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
Ukraine said its military had captured two Chinese citizens fighting in the Russian army and was seeking to understand whether their presence in eastern Ukraine represented an increase in Beijings support for Moscows war. China has professed itself neutral but supported Russia economically while stopping short of providing military equipment or troops.
As the leading global digital consultancy, Perficient transforms how the world’s largest enterprises and biggest brands connect with their customers, create valuable relationships, and drive impactful business growth. Guided by a commitment to fostering a culture of diversity, inclusion, and belonging, Perficient encourages teams to think beyond traditional limits and develop digital innovations that make a difference.
The US Treasury Departments Office of the Comptroller of the Currency (OCC) shared information on a recently discovered email system breach that has been described as a major incident. The initial investigation revealed that a limited number of email accounts were affected and there was no evidence of impact on the financial sector. However, an […] The post Treasurys OCC Says Hackers Had Access to 150,000 Emails appeared first on OODAloop.
Modern authentication protocols, such as SAML and OpenID Connect (OIDC), rely heavily upon federation as the guiding principle to secure front-door authentication. Federation is an elegant approach for web-based applications to isolate authentication from the application using a trust established between the centralized identity provider ( IDP ) and a subscribing application.
Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.
Agentic AI is the hottest AI topic because it takes AI assistance as we know it a step further, actually carrying out tasks for users. Adobe has millions of users who rely on its applications and services to carry out complex everyday business or creative processes. As a result, it is nearly a perfect candidate […] The post Adobe Photoshop is getting its first AI agent – here’s what it can do for you appeared first on OODAloop.
For years, organizations have used the term observability as an evolution of monitoring , a discipline practiced by operations teams to understand whether production software was working. Ive been annoyed by thisnot because its philosophically wrong, but because it diminishes the importance of observability as a generalized software engineering practice.
Tech giant Google has rolled out an experimental artificial intelligence model, called Sec-Gemini v1, designed to support incident response and threat analysis workflows coming from its Mandiant threat-intel unit. This combination of Googles Gemini large language model capabilities with near real-time security data and tooling allows it to achieve superior performance on key cybersecurity workflows, […] The post Google Pushing Sec-Gemini AI Model for Threat-Intel Workflows appeared first o
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