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Google Introduces Conductor, a Context-Driven Development Extension for Gemini CLI
Google has released Conductor, a new preview extension for Gemini CLI that introduces a structured, context-driven approach to AI-assisted software development. The extension is designed to address a common limitation of chat-based coding tools: the loss of project context across sessions.
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Google Releases Gemma Scope 2 to Deepen Understanding of LLM Behavior
Gemma Scope 2 is a suite of tools designed to interpret the behavior of Gemini 3 models, enabling researchers to analyze emergent model behaviors, audit and debug AI agents, and devise mitigation strategies against security issues like jailbreaks, hallucinations and sycophancy.
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Google’s Eight Essential Multi-Agent Design Patterns
Google recently published a guide outlining eight essential design patterns for multi-agent systems, ranging from sequential pipelines to human-in-the-loop architecture. The guide provides concrete explanations of each pattern along with sample code for Google's Agent Development Kit.
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Microsoft Research Develops Novel Approaches to Enforce Privacy in AI Models
A team of AI researchers at Microsoft introduces two novel approaches for enforcing contextual integrity in large language models: PrivacyChecker, an open-source lightweight module that acts as a privacy shield during inference, and CI-CoT + CI-RL, an advanced training method designed to teach models to reason about privacy.
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Google Boosts ART Compile Times by 18% without Compromising Code Quality
Google's Android Runtime (ART) team has achieved a 18% reduction in compile times for Android code without compromising code quality or increasing peak memory usage, delivering significant performance improvements for both just-in-time (JIT) and ahead-of-time (AOT) compilation.
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Cactus v1: Cross-Platform LLM Inference on Mobile with Zero Latency and Full Privacy
Cactus, a Y Combinator-backed startup, enables local AI inference to mobile phones, wearables, and other low-power devices through cross-platform, energy-efficient kernels and a native runtime. It delivers sub-50ms time-to-first-token for on-device inference, eliminates network latency, and defaults to complete privacy.
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Google Metrax Brings Predefined Model Evaluation Metrics to JAX
Recently open-sourced by Google, Metrax is a JAX library providing standardized, performant metrics implementations for classification, regression, NLP, vision, and audio models.
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Google Cloud Launches Managed MCP Support
Google Cloud's introduction of fully-managed Model Context Protocol (MCP) servers revolutionizes its API infrastructure, streamlining access for developers. This enterprise-ready solution enhances AI integration across services such as Google Maps and BigQuery while promoting wide-scale adoption. New tools ensure governance and security, and are currently in public preview.
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AlphaEvolve Enters Google Cloud as an Agentic System for Algorithm Optimization
Google Cloud announced the private preview of AlphaEvolve, a Gemini-powered coding agent designed to discover and optimize algorithms for complex engineering and scientific problems. The system is now available through an early access program on Google Cloud, targeting use cases where traditional brute-force or manual optimization methods struggle due to vast search spaces.
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Google Unveils New Tools and Libraries for Building AI Glasses Apps
With the release of the Android XR SDK Developer Preview 3, Google has introduced two new libraries to help developers create AI Glasses experiences, Jetpack Projected and Jetpack Compose Glimmer. ARCore for Jetpack XR has also been expanded to work with AI Glasses, adding motion tracking and geospatial capabilities.
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Magika 1.0: Smarter, Faster File Detection with Rust and AI
Google has just released version 1.0 of Magika, a substantial rewrite of its open-source file type detection system. The new version leverages AI to support a broader range of file types and is built in Rust for maximum speed and security.
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Google Introduces Nano Banana Pro with Grounded, Multimodal Image Synthesis
Google has released Nano Banana Pro. The system moves beyond conventional diffusion workflows by tightly coupling image generation with Gemini’s multimodal reasoning stack. The result: visuals that are not only aesthetically pleasing, but structurally, contextually, and informationally accurate.
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Google's New LiteRT Accelerator Supercharges AI Workloads on Snapdragon-powered Android Devices
Google has introduced a new accelerator for LiteRT, called Qualcomm AI Engine Direct (QNN), to enhance on-device AI performance on Qualcomm-powered Android devices equipped with Snapdragon 8 SoCs. The accelerator delivers significant gains, offering up to a 100x speedup over CPU execution and 10x over GPU.
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Google Launches Agent Development Kit for Go
Google has added support for the Go language to its Agent Development Kit (ADK), enabling Go developers to build and manage agents in an idiomatic way that leverages the language's strong concurrency and typing features.
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Google Ships Angular 21: Signal Forms, Zoneless Migration, and AI-First Tooling
Angular 21 introduces groundbreaking advancements in web development, featuring Signal Forms for enhanced composability, zoneless change detection for streamlined performance, and AI-driven tools for improved developer experiences. This release emphasizes stability while optimizing reactivity and enabling smoother migrations, making it a game-changer for enterprise applications.