General AIGoogle Research 2025 Year in ReviewGoogle Research Blog·December 18, 2025·medium confidenceWhy it matters→This review provides insights into Google's strategic direction, which may influence AI development trends.©Google Research BlogGoogle Research has outlined its achievements and future goals for 2025, emphasizing bolder breakthroughs and a larger impact in various fields. The review highlights advancements made in AI and other technologies over the past year.Read original
© Google Research BlogResearchresearchGoogle's ToolGrad Enhances Tool-Use Dataset GenerationGoogle's ToolGrad introduces a novel approach to generating tool-use datasets by reversing the traditional query-first paradigm. By generating tool-use answers before user queries, ToolGrad efficiently creates complex datasets with lower costs and higher accuracy. This method leverages 'textual gradients' to iteratively construct valid API workflows, significantly improving the performance of LLMs trained on these datasets. The research demonstrates that even smaller models fine-tuned with ToolGrad data can outperform state-of-the-art proprietary models, marking a significant step forward in scalable and efficient AI training.Google Research Blog·Sep 10, 2026
© TechCrunch AIGeneral AIwritingiOS 27 Revitalizes Siri with Advanced AIiOS 27 marks a significant leap for Siri, transforming it from a basic assistant into a more sophisticated AI tool. Built on Google's Gemini models, Siri now handles complex requests and contextual tasks, making it a more integral part of the iOS experience. Users can ask Siri to perform multistep actions, fetch information from emails, and even interact with the Camera app for real-time insights. This update positions Siri as a more reliable and versatile assistant, encouraging users to rely on it for more than just simple tasks. The integration with third-party apps could further enhance its utility as developers adapt to the new capabilities.TechCrunch AI·Sep 14, 2026
© The Verge AIGeneral AIproductivitySlack introduces AI-driven interactive reports in chatsSlack's new feature, Slackforce Surfaces, allows users to create interactive reports and dashboards directly within chat conversations using AI. By simply describing the desired tool to Slackbot, users can generate visualizations and reports that pull data from connected apps like Google Drive and Salesforce. This integration means teams can collaborate on data insights without leaving the chat environment, enhancing productivity and real-time decision-making. The feature is available to all Slack users, including those on the free plan, and supports live data integration starting in October.The Verge AI·Sep 10, 2026