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.

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.

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.

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.

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.