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Google continues AI push with new Gemini tools for developersGoogle kicked off its annual I/O developer conference with ...
17/02/2025

Google continues AI push with new Gemini tools for developers
Google kicked off its annual I/O developer conference with a clear emphasis on AI, unveiling a suite of new Gemini-powered solutions to empower developers.

At the forefront is an expansion of Google’s Gemini language model, including the public preview of 1.5 Flash which is designed for high-frequency tasks. Developers can join a waitlist to preview a groundbreaking two million context window for 1.5 Pro.

“Streamline workflows and optimise AI-powered applications with 1.5 Flash, our model for high-frequency tasks, accessible through the Gemini API in Google AI Studio,” the company stated. The new models are available in over 200 countries and territories.

Google also announced API enhancements like context caching to improve performance for large prompts, parallel function calling, and video frame extraction support. The company is further opening up the Gemma family of open models used to build Gemini, introducing PaliGemma for multimodal vision-language tasks.

To foster an open AI ecosystem, Google highlighted integration across frameworks like Keras, TensorFlow, PyTorch, JAX, and RAPIDS cuDF. Developers can leverage tools like OpenXLA for accelerated training and LoRA in Keras for efficient model fine-tuning.

On the Google AI Edge front, the company is expanding TensorFlow Lite support to enable direct deployment of PyTorch models to mobile. Enhancements also streamline bringing AI models to edge environments like Android and the web.

For Android development specifically, Google previewed Gemini in Android Studio to simplify building high-quality apps with AI assistance. Gemini Nano and the new AICore system service will enable on-device language models for low-latency, privacy-preserving experiences on the latest Pixel and Samsung Galaxy devices.

SlashData: Rust sees fastest growth, JavaScript still dominatesAccording to SlashData’s findings, the JavaScript communi...
17/02/2025

SlashData: Rust sees fastest growth, JavaScript still dominates

According to SlashData’s findings, the JavaScript community grew by an impressive four million users in the past 12 months, solidifying its status as the most widely-used programming language globally.

Here is a breakdown of the size of various programming language communities:

JavaScript: 25.2 million developers
Python: 18.2 million developers
Java: 17.7 million developers
C++: 11.6 million developers
C #: 10.2 million developers
PHP: 9.8 million developers
C: 6.5 million developers
Kotlin: 5.6 million developers
Go: 4.7 million developers
Swift: 4.6 million developers
Rust: 4 million developers
Dart: 2.9 million developers
Objective-C: 2.7 million developers
Ruby: 2.5 million developers
Lua: 1.8 million developers
While JavaScript remains the leader, the report highlights the remarkable growth of the Rust community, which is currently experiencing the fastest expansion among major languages.

Android 15: Developer productivity and UX take centre stageGoogle has announced the release of Android 15, making the so...
17/02/2025

Android 15: Developer productivity and UX take centre stage

Google has announced the release of Android 15, making the source code readily available through the Android Open Source Project (AOSP).

Supported Pixel devices are set to receive the update in the coming weeks, with a wider rollout to devices from manufacturers like Samsung, Honor, and OnePlus planned for the coming months.

“Android 15 continues our mission of building a private and secure platform that helps improve your productivity while giving you new capabilities to produce beautiful apps, superior media and camera experiences, and an intuitive user experience, particularly on tablets and foldables,” stated Google.

Developer experience takes priority
Android 15 introduces a suite of quality-of-life improvements designed to streamline the development process. These include:

ApplicationStartInfo API: Offers developers granular insight into app startup behaviour, including launch phase durations and “start temperature” metrics.
Profiling class: Within Android Jetpack, facilitates simplified usage of the new ProfilingManager API for gathering detailed telemetry on app performance on user devices.
StorageStats API enhancements: Provides more detailed information on application storage usage, including insights into APK splits and library footprints.
Robust PDF handling: Updated PdfRenderer APIs introduce support for password-protected files, annotation management, and form editing, bolstered by the Jetpack PDF library for seamless integration.
Modern language features: New OpenJDK and SQLite APIs bring a host of improvements, including support for read-only deferred transactions in SQLite and expanded maths functionality in OpenJDK.
Enhanced canvas capabilities: Android 15 empowers developers with new Canvas drawing tools, such as Matrix44 for 3D manipulation and advanced shader controls for complex shape rendering.v

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