InfoQ Homepage News
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Google Releases LMEval, an Open-Source Cross-Provider LLM Evaluation Tool
LMEval aims to help AI researchers and developers compare the performance of different large language models. Designed to be accurate, multimodal, and easy to use, LMEval has already been used to evaluate major models in terms of safety and security.
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Azure AI Search Unveils Agentic Retrieval for Smarter Conversational AI
Microsoft’s Azure AI Search unveils agentic retrieval, a cutting-edge query engine that enhances conversational AI answer relevance by up to 40%. This dynamic system leverages conversation history and parallel subquery execution, paving the way for sophisticated knowledge retrieval. Currently in public preview, it offers adaptive search strategies tailored for evolving enterprise needs.
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OpenSearch 3.0 Now Generally Available, with a Focus on Vector Database Performance and Scalability
The OpenSearch Software Foundation has announced the general availability of OpenSearch 3.0, the first major release in three years and the first since the project joined the Linux Foundation. This version introduces native support for the Model Context Protocol (MCP), along with pull-based data ingestion and gRPC support, aimed at improving scalability and integration.
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Google Releases MedGemma: Open AI Models for Medical Text and Image Analysis
Google has released MedGemma, a pair of open-source generative AI models designed to support medical text and image understanding in healthcare applications. Based on the Gemma 3 architecture, the models are available in two configurations: MedGemma 4B, a multimodal model capable of processing both images and text, and MedGemma 27B, a larger model focused solely on medical text.
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Microsoft Announces AI Agent and Platform Updates at Build 2025
At its annual developer conference, Build 2025, Microsoft introduced a set of updates focused on expanding the role of AI agents across Windows, GitHub, Azure, and Microsoft 365.
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Spring Team on AOT Cache Handling, Null Safety with JSpecify, and Support Durations
Broadcom recently launched Spring Boot 3.5 and various projects, and is working on Spring Framework 7.0 and Spring Boot 4.0 for November 2025. Broadcom’s Sébastien Deleuze, Spring Framework Core Committer, and Michael Minella, Director of the Open-Source Support Spring team, answered questions on the Java AOT cache, libraries with JSpecify null safety, and changes to the Spring support policy.
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Gemma 3n Available for On-Device Inference Alongside RAG and Function Calling Libraries
Google has announced that Gemma 3n is now available in preview on the new LiteRT Hugging Face community, alongside many previously released models. Gemma 3n is a multimodal small language model that supports text, image, video, and audio inputs. It also supports finetuning, customization through retrieval-augmented generation (RAG), and function calling using new AI Edge SDKs.
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How a Sociotechnical Approach Can Help to Deal with Complexity
Today’s software professionals navigate a maze of technical, business, and social complexity. According to Xin Yao, thriving in this environment requires more than just technical and business expertise. We need fluency in decoupling systems for maintainability, reconnecting them for business value, and working with the messiness of organizational dynamics.
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AWS Launches Centralized Product Lifecycle Page: Transparency and Consolidating Deprecation Info
AWS has launched its Product Lifecycle page, a centralized hub for tracking service availability changes, deprecations, and end-of-support timelines. This initiative streamlines communication, enhances customer confidence, and aligns with other hyperscalers, Microsoft Azure and Google Cloud. The page offers clear rationales and transition plans, ensuring a smooth process for customers.
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TanStack Releases TanStack Form V1
TanStack has released the first stable version of TanStack Form, a cross-framework form library with support for React, Vue, Angular, Solid, and Lit. This new addition to the TanStack ecosystem joins the existing lineup of popular form libraries, such as Formik, React Hook Forms or Final Form.
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Another Lightweight Kubernetes Distro Choice as k0s Joins CNCF Sandbox
The Cloud Native Computing Foundation (CNCF) has accepted k0s, a lightweight Kubernetes distribution, into its Sandbox programme. Mirantis's zero-dependency Kubernetes platform has been gaining adoption in edge computing and resource-constrained environments.
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Microsoft Announces Native TypeScript Compiler Port for 10X Performance Boost
Microsoft’s TypeScript team has announced an experimental native port of the TypeScript compiler (tsc), dubbed tsc-go, aimed at providing 10x improvement on build time, drastically reducing cold editor startup times, and substantially improving memory usage. This initiative explores running the compiler (written in Go) without the Node.js runtime overhead.
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Meta Open-Sources Pyrefly, a High-Performance Python Type Checker in Rust
Currently in alpha, Pyrefly is a new open-source Python type checker developed by Meta in Rust for maximum performance. Inspired by tools like Pyre, Pyright, and MyPy, Pyrefly is intended to replace the OCaml-based Pyre type checker previously used for Instagram's codebase.
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Java at 30: A Retrospective on a Language That Has Made a Big Impact
On May 23rd, 1995, at the Sun World conference in San Francisco, California, Sun Microsystems formally introduced the Java programming language. Oracle marked this milestone with a six-hour 30th birthday event on May 23rd, 2025, featuring many Java luminaries and special guests.
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Google DeepMind Unveils AI Coding Agent AlphaEvolve
Google DeepMind published a paper describing their AlphaEvolve coding agent. AlphaEvolve uses LLMs to discover and optimize algorithms across a range of domains, including hardware design, data center operations, and AI training.