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Apiiro has released Software Graph Visualization, an AI-driven tool designed to visualize software architectures, vulnerabilities, and data flows in real-time. This interactive map aims to help security teams quickly identify and address risks by providing a comprehensive view of software components and their interconnections. The tool supports multiple programming languages and offers various use cases, including threat modeling, penetration test scoping, and change impact assessment. It is available in various deployment options.

The GCC 15 compiler suite has been released, featuring significant enhancements across multiple programming languages. Key improvements include optimized compile times for large input files, improved vectorization, and more accurate location reporting. Language-specific upgrades include full C23 standard compliance, new Rust features like basic inline assembly support and support for Rust 1.49, and an ISO Cobol compiler (gcobol). C++ now includes additional C++26 features, alongside some missing C++23 features.

Meta has released a standalone AI app, powered by its Llama 4 LLM, hoping to capitalize on the growing interest in AI chatbots. While offering personalized interactions and voice chat improvements, the app’s most notable feature is a “Discover” feed. This feed showcases user interactions with the AI, raising questions about its core value proposition and whether this social element is a genuine innovation or simply a marketing tactic to gain traction in a crowded market.

The article explores why public cloud prices haven’t decreased despite cheaper hardware. It attributes this to factors like cloud providers’ massive infrastructure investments, the need for consistent returns for investors, and high operational costs. The author suggests that cloud providers prioritize a long-term business model over immediate cost savings. The piece advises businesses to consider alternatives like managed service providers, private clouds, and hybrid cloud models to manage costs and improve ROI.

The article highlights how generative AI (genAI) is revolutionizing cloud and IT operations by automating tasks, improving efficiency, and enhancing security. Key areas of impact include incident response, root cause analysis, security audits, cloud operations scaling, and finops. GenAI tools analyze data, automate processes, and offer insights, leading to better performance, cost optimization, and proactive problem-solving. While offering significant benefits, the article also cautions against viewing genAI as a complete solution, emphasizing the need for oversight and strategic implementation.

Economists report that generative AI, despite significant investment, has yet to demonstrably impact wages or employment. Analysis of economic data reveals that AI chatbots haven’t caused job losses or suppressed wages. This conclusion challenges the narrative that AI poses an immediate threat to workers and suggests a need to reassess the economic implications of AI development and deployment.

Microsoft has released a public preview of a Swift client for its SignalR library, enabling iOS developers to integrate real-time web features into their applications. This new client allows swift developers to connect to SignalR servers, including Azure SignalR Service, eliminating the need for community-built clients and addressing previous maintenance and compatibility issues. Developers can now easily add features like chat, notifications, and live dashboards to their SwiftUI and UIKit apps, leveraging SignalR’s full capabilities, and server code can push content to connected clients instantly.

AWS has updated Amazon Bedrock’s Data Automation feature, designed to streamline the creation of generative AI applications. The update includes improved support for extracting information from unstructured, multimodal data and integrates with Knowledge Bases for Retrieval Augmented Generation (RAG) use cases. New features include modality enablement, file-type-based routing, hyperlink extraction from PDFs, and an increased document page limit to 3,000 pages. These enhancements aim to provide developers with greater control and improve Bedrock’s document processing capabilities, simplifying workflows for enterprise users.

This article discusses the evolution of OpenSearch, an open-source search and analytics suite, from its origins as a fork of Elasticsearch. Born from a licensing change by Elasticsearch, OpenSearch has matured, establishing its own identity and innovation. It highlights OpenSearch’s shift to the Linux Foundation, attracting a diverse contributor base and focusing on modern data challenges like AI and vector search. The article also touches on performance improvements and enterprise adoption, despite facing ongoing comparisons to Elasticsearch, which has also returned to an open-source license. OpenSearch is poised to compete and grow in the enterprise search landscape.

This article offers 14 practical tips to reduce cloud computing costs, emphasizing that even small optimizations can lead to significant savings. The suggestions include shutting down development clusters when idle, utilizing mock services, right-sizing instances, choosing cold storage or cheaper providers, leveraging spot instances and reserved instances, promoting transparency in spending, adopting serverless architecture, minimizing data storage, utilizing local storage options, and optimizing data location. The focus is on efficiency and making smart choices to control cloud expenses.