Mac users can now harness the power of Google’s Gemini Spark, an agentic AI that automates tasks on their desktop and bridges the gap between Google Workspace and local apps and files. This highly anticipated feature was first announced at Google I/O 2026 in May and has finally rolled out to the Gemini macOS app in beta for Google AI Ultra subscribers in the United States.

According to Google, Gemini Spark can perform multi-step tasks based on user requirements, even when the device is turned off. This AI agent can sort downloaded PDFs into specific folders, create a budget in Google Sheets using invoices saved on the computer, and update the worksheet on a regular schedule. Users can also run Gemini Spark tasks on their desktop remotely from their phones, although this functionality is not yet live.

Gemini Spark Integrations

Google is also introducing integrations with Tasks and Keep, as well as popular apps like Canva, Dropbox, Instacart, OpenTable, and Zillow Rentals. These integrations will enable users to translate notes into action items, share files, submit their weekly grocery order, or make a dinner reservation. These features will be available on the web and mobile first, with a planned rollout for macOS in the coming weeks.

Security Risks Associated with Agentic AI

While Google emphasizes that Gemini Spark only has access to the files and apps users permit it to use, and will not spend money or take other high-stakes actions without consent, there are still security risks associated with agentic AI. Hackers can exploit a prompt injection attack, tricking the AI into following malicious instructions instead of legitimate ones. When agentic AI acts autonomously without user approval, there is no safeguard against data being shared, malware being downloaded, or a fraudulent purchase being made.

Users should exercise caution when granting Gemini access to their data and workflows, limiting what it can access and requiring manual review for certain tasks. Enabling multi-factor authentication on connected accounts can also help minimize the risk from threat actors.

Best Practices for Using Gemini Spark

To ensure the safe and secure use of Gemini Spark, users should follow these best practices:

• Limit what Gemini Spark can access to sensitive information.
• Require manual review for certain tasks to prevent unauthorized actions.
• Enable multi-factor authentication on connected accounts to prevent unauthorized access.
• Monitor Gemini Spark’s activity regularly to detect any potential security threats.
• Keep the Gemini Spark AI agent up-to-date with the latest security patches and updates.

By following these best practices, users can harness the power of Gemini Spark while minimizing the risk of security threats.

As Google continues to develop and refine its agentic AI technology, it’s essential for users to stay informed about the latest features and security risks associated with Gemini Spark. By doing so, users can make informed decisions about how to use this powerful tool and ensure their safety and security online.