Google recently informed some users that Gemini AI will have access to numerous new apps starting July 7th, 2025. These include messaging apps and messengers such as WhatsApp, and it applies regardless of whether you actually use Gemini as an app assistant or not. In an email shared by Android Authority, Google states that they've "made it easier for Gemini to interact with your [Android] device" and that Gemini will "help you use" various apps "whether your Gemini Apps Activity is on or off." If you don't want this, you'll have to disable the feature in the Apps settings page, but Google hasn't yet provided an explanation of how this will work. Due to the vague wording in the email, the associated data privacy concerns, and the very sudden introduction of this change, many users are understandably concerned, especially since it doesn't seem to make any difference whether Gemini is activated or not.

Use the open-source integrated machine learning in MindsDB and the open-source data integration platform Airbyte to forecast Shopify store metrics. With the volume of data increasing exponentially, it's critical for businesses focused on e-commerce to leverage that data as quickly and efficiently as possible. Machine learning represents a disruption to increase predictive capabilities and augment human decision making for use cases like price, assortment and supply chain optimization, inventory management, delivery management, and customer support. In this'how-to' guide, we'll provide step-by-step instructions showing you how to simply and inexpensively integrate machine learning into an existing Shopify account using Airbyte, an open-source data integration platform, and MindsDB, an open-source AutoML framework that runs on top of any database. We will assume you already have Airbyte set up via Docker.