Removing Ads from Android TV Using AI: What’s Been Proven and What Are the Risks

You turn on your new TV, and before you can even get to your favorite app, sponsored content pops up. For many owners of Android smart TVs, this is a common reality. That’s why a trend has gained traction this month in which people instruct an AI agent to “clean up” their TV. According to media outlets, including TechCrunch, this was reported on October 19, 2026, as a new application of AI. Here’s what’s been confirmed, how the process works, and the risks that are often overlooked in the enthusiastic coverage.

How the trend began

It all started with a post from October 17, 2026, in which a developer going by the nickname Gathin described how he had “hacked” his parents’ TV. He had a Xiaomi TV that displayed a sponsored ad before streaming services could be opened. He provided the TV model to the assistant Claude Code. According to the post, the assistant found the TV on the Wi-Fi network, removed 25 pre-installed packages, and created a simple home screen with apps. He published his method as an open-source project called cleanyourtv, which quickly gained attention from the community. There are also similar projects, such as dumbtv, which aims to provide a TV free of ads and content tracking.

One thing needs to be made clear regarding this report. The story features Claude Code, an assistant from Anthropic—the company that developed the Claude model used to generate this article. We therefore verified the information in independent reports and in the project description itself.

How it works technically

The foundation is ADB (Android Debug Bridge), a tool used in Android development. After enabling developer mode and network debugging, the TV can be controlled via commands from a computer on the same network. An AI agent with command-line access can identify the TV, retrieve a list of installed packages, select those that can be disabled, and execute the appropriate commands.

What You Need

• A TV with Android TV or Google TV with network tuning enabled.
• A computer on the same Wi-Fi network.
• An assistant with command-line access, such as Claude Code (paid) or a similar tool. The project notes that others may also work.
• When creating your own home screen according to the project description, you’ll also need development tools such as Python, JDK, and the Android SDK.

Deactivated, not permanently deleted

According to the available description, the cleanyourtv project does not require root access and offers scripts to disable packages as well as to restore them and return to the original home screen. This is important because improperly disabling a system service can affect the TV’s operation. However, we have not confirmed the claim that the procedure carries no risk.

Which TVs are affected?

The projects target TVs running Android TV and Google TV, which are used by various manufacturers, and, according to the cleanyourtv project description, other Android devices as well. According to reports, Dumbtv also supports Fire TV. The cleanyourtv project publishes a list of tested models, which does not cover all TVs. TVs running Tizen and webOS fall into a different category and are not covered by these projects. The sources do not specify which specific models are common and supported in Slovakia, so we cannot confirm this.

What is not confirmed

• “Without voiding the warranty.” Warranty terms depend on the manufacturer and country. The sources we found do not mention the warranty.
• “Acceleration to lightning speed.” Users on social media report faster navigation and a smaller home screen. These are their own descriptions without independent measurement.
• Complete removal of ads. In-app ads will not disappear as a result. The project states that they can be partially limited via a private DNS.
• Exact numbers. Initial reports mention “nearly 4,000 stars in 48 hours.” Independent statistics show several thousand stars in the first few days, but the exact number is changing rapidly.

Risks That Are Less Often Discussed

Agent with access to commands

Allowing a language model to execute commands on devices on your network is a sensitive decision. The model may make mistakes, and if important services are shut down, the TV may stop working properly. It’s wise to review commands before executing them and to stick to verified lists for a specific model.

Privacy with Cloud Assistants

If you use a cloud-based model, communication with it—including TV identification and package listings—is routed to the service provider. This is our conclusion based on how such tools work, not a claim from a specific source. In sensitive environments, be sure to read the terms of service.

Interference with the device's system

TV updates may revert or disrupt some changes. Before making any changes, it’s a good idea to know how to restore the original state.

It's for everyone

No. This method is suitable for technically savvy users who understand the basics of Android and know how to restore the device to its original state. For others, there are simpler options, such as an external streaming device or an alternative launcher supported by some TVs.

Conclusion

This trend reveals something interesting: AI agents can simplify complex, yet otherwise well-documented, technical tasks. At the same time, it highlights users’ frustration with ads and data collection on TVs they’ve paid for. However, this is not a silver bullet. Success depends on the specific model, caution, and the ability to roll back changes, and deploying an agent on a home network deserves just as much attention as the result itself.