InfoQ Homepage News
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Google BigQuery Adds SQL-Native Managed Inference for Hugging Face Models
Google has launched SQL-native managed inference for 180,000+ Hugging Face models in BigQuery. The preview release collapses the ML lifecycle into a unified SQL interface, eliminating the need for separate Kubernetes or Vertex AI management. Key features include automated resource governance via endpoint_idle_ttl and secure identity-based execution using existing data warehouse permissions.
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Google Introduces TranslateGemma Open Models for Multilingual Translation
Google has released TranslateGemma, a set of open translation models based on the Gemma 3 architecture, offering 4B, 12B, and 27B parameter variants designed to support machine translation across 55 languages and to run on platforms ranging from mobile and edge devices to consumer hardware and cloud accelerators.
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.NET 10 Becomes Available on AWS Lambda as Managed Runtime and Base Image
Amazon Web Services has announced that AWS Lambda now supports the creation of serverless applications using .NET 10. With this update, developers can use .NET 10 both as a managed runtime and as a container-based image when building and running Lambda functions.
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HTML Invoker Commands Achieve Baseline Support Across All Major Browsers
The HTML Invoker Commands API revolutionizes web interactivity by enabling developers to create button controls for popovers and dialogs without JavaScript. Supported across major browsers, it streamlines user experience and enhances page load speeds. This declarative approach fosters accessibility and empowers developers, marking a significant step towards reduced JavaScript dependencies.
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Java News Roundup: Oracle Critical Patch Update, Grizzly 5, Payara Platform, GraalVM, Liberica JDK
This week's Java roundup for January 19th, 2026, features news highlighting: JEP 527, Post-Quantum Hybrid Key Exchange for TLS 1.3, targeted for JDK 27; GlassFish Grizzly 5.0; the quarterly release of the Oracle Critical Patch Update (CPU) Advisory; the January 2026 edition of the Payara Platform; and maintenance releases of Liberica JDK, GraalVM, OpenXava and Ktor.
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OpenAI and Anthropic Introduce Healthcare-Focused AI Platforms
OpenAI and Anthropic have announced new healthcare-oriented AI offerings that extend their models beyond general conversational use and into regulated clinical and life sciences environments. Both releases emphasize technical integration, interoperability, and governance, reflecting a shift toward AI systems designed to operate directly within existing healthcare infrastructure.
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Cedar Joins CNCF as a Sandbox Project
Cedar, an open-source policy language architected by AWS, has joined the CNCF as a Sandbox project. Designed for fine-grained application permissions, it decouples access control from code using a verifiable, high-performance policy engine. Cedar supports RBAC, ABAC, and ReBAC, offering a secure, analyzable alternative to general-purpose tools like OPA.
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Rust Contributor Explores AI-Assisted Compiler Development with New Rue Language
Innovative programmer Steve Klabnik, known for his contributions to Rust, unveils Rue, a new systems programming language that enhances memory safety without garbage collection. Designed with developer ergonomics in mind, Rue leverages "inout" parameters to simplify ownership management while collaborating with Anthropic's Claude AI to expedite development. Explore Rue at rue-lang.dev.
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Google Releases Gemma 3 270M Variant Optimized for Function Calling on Mobile and Edge Devices
FunctionGemma is a new, lightweight version of the Gemma 3 270M model, fine-tuned to translate natural language into structured function and API calls, enabling AI agents to "do more than just talk" and act.
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Aspire 13.1 Brings MCP Integration, CLI Enhancements, and Azure Deployment Updates
Aspire 13.1 has been released as an incremental update that builds on the polyglot platform foundation introduced with Aspire 13. The release focuses on improving developer productivity through enhancements to the command-line interface, deeper support for AI-assisted development workflows, refinements to the dashboard experience, and clearer deployment behavior for Azure-based environments.
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Spring News Roundup: First Milestone Releases of Boot, Security, Integration, Modulith, AMQP
There was a flurry of activity in the Spring ecosystem during the week of January 19th, 2026, highlighting the first milestone releases of: Spring Boot; Spring Security; Spring Integration; Spring Modulith; and Spring AMQP; along with the second milestone release of Spring AI.
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Enhancing A/B Testing at DoorDash with Multi-Armed Bandits
While experimentation is essential, traditional A/B testing can be excessively slow and expensive, according to DoorDash engineers Caixia Huang and Alex Weinstein. To address these limitations, they adopted a "multi-armed bandits" (MAB) approach to optimize their experiments.
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Two Missing Characters: How a Regex Flaw Exposed AWS GitHub Repos to Supply-Chain Risk
AWS recently published a security bulletin acknowledging a configuration issue affecting some popular AWS-managed open-source GitHub repositories. Dubbed CodeBreach, the critical vulnerability could have resulted in the introduction of malicious code and hijacking of the repositories leveraging AWS CodeBuild.
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Google’s Universal Commerce Protocol (UCP) Powers Agentic Shopping
Google has launched the Universal Commerce Protocol (UCP), an open-source standard designed to enhance commerce on AI-powered platforms. UCP creates a common language for agentic shopping, enabling seamless interactions among consumers, businesses, and payment providers.
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Expired Oracle Patent Opens Fast Sorting Algorithm to Open Source Databases
A recent article reports that an Oracle patent on a fast sorting method has expired, allowing open source databases to use it freely. Mark Callaghan, the inventor behind the sorting algorithm, shows how this 20-year-old approach can speed up sorting similar data and could make database systems faster and more efficient.