InfoQ Homepage News
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The New Data Commons MCP Server Unlocks a Wealth of Public Datasets for AI Developers
Google has recently introduced the Data Commons Model Context Protocol (MCP) Server, a tool that enables AI developers and researchers to easily access the public dataset collection available through Data Commons.
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Google DeepMind Launches Gemini 2.5 Computer Use Model to Power UI-Controlling AI Agents
Google DeepMind has recently released the Gemini 2.5 Computer Use model, a specialized variant of its Gemini 2.5 Pro system designed to enable AI agents to interact directly with graphical user interfaces. The new model allows developers to build agents that can click, type, scroll, and manipulate interactive elements on web pages.
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Combining Continuous Delivery with Pair Programming: Lessons Learned
Pair programming and continuous integration can go hand-in-hand. Pushing to main multiple times a day is hard in isolation, leading to delays, large PRs, and merge issues, Ola Hast and Asgaut Mjølne Söderbom mentioned in their talk about continuous delivery with pair programming at QCon London. Pairing enables instant code review, easier refactoring, fewer bugs, and higher team resilience.
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Azure Container Storage v2.0.0 Goes GA with Major Performance Boost
Microsoft has released Azure Container Storage v2.0.0, introducing significant performance enhancements and architectural simplifications for stateful workloads on Azure Kubernetes Service (AKS). The release focuses on deeper NVMe integration, streamlined user experience, and expanded open-source availability, while removing all service fees beyond underlying storage costs.
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IBM Releases Granite-Docling-258M, a Compact Vision-Language Model for Precise Document Conversion
IBM Research has recently introduced Granite-Docling-258M, a new open-source vision-language model (VLM) designed for high-fidelity document-to-text conversion while preserving complex layouts, tables, equations, and lists.
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11 Sessions Not to Miss at QCon San Francisco 2025
As QCon San Francisco (Nov 17-21, 2025) approaches, the conference's program committee and track hosts are sharing their top picks from this year's lineup. Their selections span a wide range of topics, from AI-accelerated development and platform engineering to resilience patterns and career growth, all with QCon's signature focus on real-world case studies and lessons learned.
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GitHub Adds Post-Quantum Secure SSH Key Exchange to Protect Git Data in Transit
GitHub is introducing a hybrid post-quantum secure key exchange algorithm for SSH access when interacting with Git over SSH.
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Meta Ships React 19.2 Featuring Activity API, Cache Signals, and SSR Enhancements
React 19.2 introduces new APIs and performance improvements focused on better UI control and server rendering. Key additions include the new Activity component for managing UI states without losing component state, and the useEffectEvent hook, which separates event logic from effect dependencies.
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Producing a Better Software Architecture with Residuality Theory
Software architecture is tough because it blends coding, math, and business systems. Due to surprises, architectures tend to become irrelevant over time, Barry O'Reilly said. He presented residuality theory, where he suggested stressing naive architectures to reveal hidden “attractors” in complex business systems. This allows designs to better survive change and uncertainty.
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Thinking Machines Releases Tinker API for Flexible Model Fine-Tuning
Thinking Machines has released Tinker, an API for fine-tuning open-weight language models. The service is designed to reduce infrastructure overhead for developers, providing managed scheduling, GPU allocation, and checkpoint handling. By abstracting away cluster management, Tinker allows fine-tuning through simple Python calls.
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Claude Sonnet 4.5 Ranked Safest LLM from Open-Source Audit Tool Petri
Claude Sonnet 4.5 has emerged as the best-performing model in ‘risky tasks’, narrowly edging out GPT-5 in early evaluations by Petri --- Anthropic’s new open-source AI auditing tool.
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Dreamer 4: Learning to Achieve Goals from Offline Data through Imagination Training
Researchers from DeepMind have described a new approach for teaching intelligent agents to solve complex, long-term tasks by training them exclusively on video footage rather than through direct interaction with the environment. Their new agent, called Dreamer 4, demonstrated the ability to mine diamonds playing Minecraft after being trained on videos, without ever actually playing the game.
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Uber Achieves 150M Reads per Second with CacheFront Improvements
Uber has updated its CacheFront architecture to handle over 150 million reads per second. The new design improves consistency and reduces stale reads by integrating Flux for MySQL binlog tailing, enhancing the storage engine, and introducing Cache Inspector for monitoring and optimization.
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Java News Roundup: JDK 26 Release Schedule, GlassFish, Spring AI, Helidon, Mandrel 25, Seed4j
This week's Java roundup for September 29th, 2025, features news highlighting: JEP 527, Post-Quantum Hybrid Key Exchange for TLS 1.3; the proposed JDK 26 release schedule; the release of Mandrel 25 and Seed4j; milestone releases of GlassFish 8.0 and 7.1; the beta release of WildFly 38; and point releases of Spring AI, Helidon, Micronaut, LangChain4j, Gatherers4j and Keycloak.
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New DNS Armor Service Helps Google Cloud Workloads Preemptively Block Cyber Threats
Google Cloud's DNS Armor, in partnership with Infoblox, offers a vital layer of security against DNS-based threats for Google Cloud workloads. Utilizing advanced threat detection and machine learning, it identifies and mitigates risks like malware and data exfiltration, ensuring robust protection without impacting performance. Deployable as a managed service providing seamless control for users.