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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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Google Enhances LiteRT for Faster On-Device Inference
The new release of LiteRT, formerly known as TensorFlow Lite, introduces a new API to simplify on-device ML inference, enhanced GPU acceleration, support for Qualcomm NPU (Neural Processing Unit) accelerators, and advanced inference features.
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Android Studio Meerkat Update Enhances Gemini Integration and More
The latest feature drop for Android Studio Meerkat brings a range of updates aimed at boosting developer productivity, including extended Gemini integration for crash analysis and unit testing, enhanced Jetpack Compose previews, better Kotlin Multiplatform (KMP) integration, and more.
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Swift 6.1 Enhances Concurrency, Introduces Package Traits, and More
Swift 6.1, included in Xcode 16.3, introduces several improvements to the language and the Swift Package Manager, including type-wide global actor inference control, support for trailing comma in lists, package traits for conditionally exposing features based on the platform, and enhancements to Swift Testing.
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Google Releases Last Android 16 Beta before Official Launch
With the release of the last Android 16 beta, developers should ensure their apps or libraries are free of any compatibility issues. Google warns of changes—including JobScheduler quotas, stronger intent security, 16KB page size–that might affect apps even if they do not specifically target Android 16.
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Shopify's React Native Journey: an In-Flight Retrospective
Five years into their journey with React Native, Shopify's mobile team has shared a wealth of insights from their experience, highlighting what worked, what didn't, and what lies ahead.
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State of React Native 2024 Survey Highlights
Conducted between December 2024 and January 2025, the State of React Native 2024 Survey collected insights from around 3,500 React Native developers to capture the current state of key tools and technologies in the React Native ecosystem and help developers make better decisions, explains Software Mansion software engineer Bartłomiej Bukowski, who curated the survey.
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TikTok's Native Cross-Platform UI Framework Lynx Goes Open Source
TikTok maker ByteDance has open-sourced Lynx, a collection of frameworks and tools enabling the creation of native, cross-platform mobile apps using Web markup, CSS, and JavaScript. Lynx aims to deliver native performance thanks to its custom JavaScript engine and pixel-perfect UI rendering.
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Google Launches Gemma 3 1B for Mobile and Web Apps
Requiring a "mere" 529MB, Gemma 3 1B is a small language model (SLM) specifically meant for distribution across mobile and Web apps, where models must download quickly and be responsive to keep user engagement high.
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Google Enhances Data Privacy with Confidential Federated Analytics
Google has announced Confidential Federated Analytics (CFA), a technique designed to increase transparency in data processing while maintaining privacy. Building on federated analytics, CFA leverages confidential computing to ensure that only predefined and inspectable computations are performed on user data without exposing raw data to servers or engineers.
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Google Introduces Widgets Quality Tiers
Google will start classifying all Android widgets in three quality tiers based on their adherence to best practices and widget guidelines, helping creators improve the user experiences of their widgets.
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Google's Image Generation Model Imagen 3 Now Available in Vertex AI in Firebase as a Preview
Google's most advanced GenAI image generation model, Imagen 3, is now available in preview through Vertex AI in Firebase enabling seamless integration into Android and iOS apps through its Kotlin and Swift SDKs.
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AWS CodeBuild Now Supports Fastlane to Simplify iOS Deployments
CodeBuild, AWS continuous integration service, now provides Fastlane support to manage tasks such as code signing, screenshot generation, beta distribution, and app store submissions for iOS, iPadOS, watchOS, tvOS, and macOS apps.
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Google's Vertex AI in Firebase SDK Now Ready for Production Use
Three months after its launch in beta, the Vertex AI in Firebase SDK is now ready for production, says Google engineer Thomas Ezan, who further explores three dimensions that are essential for its successful deployment to production: abuse prevention, remote configuration, and responsible AI use.
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Apple New In-App Purchases API for Creator Platforms and Large Catalogs
Apple's new Advanced Commerce API provides iOS developers more flexibility to dynamically manage large content catalogs, creator experiences, and subscriptions with optional add-ons, such as premium features. For a developer to be allowed to use the new API, they must request access to Apple.