Social media tax would confirm Minnesota’s priorities


Minnesota is at a decision point and one proposal in front of us, which includes a tax on large social media platforms, raises a bigger question than it might first appear. Not just whether the policy makes fiscal sense, but whether it reflects the values that have made Minnesota a leading state in the first place.

As a pediatrician at Hennepin Healthcare, I see a consistent pattern in Minnesota’s success: that we prioritize children and families. That throughline — not any single policy — has shaped our economy, our civic life and our quality of life. The results are visible in strong health outcomes, high civic participation and a stable, high-performing economy. But those outcomes didn’t happen by accident. They reflect deliberate choices to invest in children and families.

A social media tax should be evaluated in that same context.

Large platforms generate enormous value from the attention and data of Minnesotans, including children. At the same time, families, schools and health systems are managing the downstream effects of a digital environment that is evolving faster than our ability to fully understand it. The best evidence we have continues to show that negative effects are particularly worrisome for youth mental health and well-being. For example, a recent meta-analysis published earlier this month found “digital media use is consistently linked with modest yet measurable declines in children’s mental health and development — outcomes that were most pronounced for social media.”

This creates a clear imbalance: Value is being extracted from Minnesota communities, while the costs are increasingly borne by families and public systems.

A targeted tax on the largest social media companies is one way to address that imbalance. It would raise meaningful revenue while minimizing the direct burden on working families at a time when Minnesota faces budget gaps as a result of historic federal cuts. Compared to alternatives like cutting services or raising broad-based taxes, it is a more focused and equitable approach.

But the most important question is what that revenue allows us to do.

Minnesota has a strong track record to build on. The state has enacted the most generous child tax credit in the country to help families manage rising costs. It is expanding paid family leave so parents can be present during the earliest stages of a child’s life. It has maintained investments in schools, health and community infrastructure. These are often described as economic policies, but they are more than that. They shape the day-to-day conditions in which families live and children grow roots and spread their wings. They are the reason Minnesota works.

A social media tax, like the one in the governor’s proposed supplemental budget, would create an opportunity to extend that model. The revenue could be used to protect and expand the very support that has driven the state’s success: early childhood programs, mental health services, schools and direct support to families. In other words, it would allow Minnesota to double down on the approach that has consistently delivered results.

This matters especially now. The state is facing new pressures: federal policy shifts, persistent cost burdens and growing needs. In that environment, the temptation is often to make reactive choices. But Minnesota’s strength has never come from reacting. It has come from staying grounded in a clear set of principles.

By asking the largest platforms to contribute a portion of the value they derive from Minnesota communities, and by reinvesting that revenue into the families raising the next generation, the state can stay true to what has worked.

That is the choice in front of us. Not just whether to adopt a new policy, but whether to continue the pattern of decisions that has made Minnesota a place where children, families and communities can thrive.

Michael Arenson is a pediatrician at Hennepin Healthcare and principal investigator at Children’s HealthWatch.



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Google Gemini

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ZDNET’s key takeaways

  • Google is downloading a 4GB file to the PCs of many Chrome users.
  • The file is harmless and is used for the Gemini Nano on-device LLM.
  • You’ll see it if you’ve opted into the on-device AI setting in Chrome.

Google is silently saving a Chrome-related file to many computers. That’s nothing earth-shaking. But this file is a hefty 4GB in size, which has caught the attention of some Google watchers. What is the file, why is it being installed, and how can you check for it?

Also: I let Chrome’s AI agent shop, research, and email for me – here’s how it went

In a new blog post, computer scientist Alexander Hanff, aka the Privacy Guy, pulled back the curtain on this mysterious file. Named weights.bin, the file is being downloaded deep within the user data folder of many Chrome users. The file itself is related to Gemini Nano, which Google is using as the on-device AI model for Chrome users.

If you delete the file, it comes back

Though there’s nothing risky or dangerous about the file, Hanff and others have expressed concerns that it’s being downloaded without users’ knowledge or permission. And if you delete the file, it eventually comes back, Hanff said. That by itself is hardly alarming; that’s part of any software update. Rather, some of the criticism centers on the file’s size. If you have ample hard disk space, then 4GB is likely not a big deal. But if you’re running low, that big a file might chew up space you can’t spare.

Traditionally, AI models like Gemini use the cloud to interact with you. Submit a request, ask a question, or kick off a conversation, and the AI taps into its online data and resources to respond. But that method can be slow and naturally requires that you be connected. By traveling between your device and the cloud, your data can also be exposed.

A trend has emerged in which companies are experimenting with locally stored LLMs (large language models). That not only speeds up the process, but it also means you can use the AI offline and more securely. Gemini Nano has already been in play on Google’s own Pixel phones.

That explains why the file is so large; it has to pack in a lot of data. In this case, a weights file contains numbers that measure the level of importance an AI model assigns to your input. The AI uses these values to determine what should come next. For example, let’s say you start typing the phrase “Why did my new phone cost me an arm and a…” at the prompt. The AI assigns weights to your input to help it predict that the next word would be “leg.”

Also: This powerful Gemini setting made my AI results way more personal and accurate

How can you tell if the file has been downloaded to your PC? First, open Chrome, go to Settings, and select System. On the System screen, check whether the On-device AI option is turned on. If so, then you probably have the file or will soon get it.

To double-check, you’ll have to navigate to the user folder on your PC. That location varies based on your operating system. On my Windows 11 PC, I ran a search in File Explorer for weights.bin. The search took a long journey through the following path: C:\Users\lance\AppData\Local\Google\Chrome\User Data\OptGuideOnDeviceModel\2025.8.8.1141. At that final location, the weights.bin file appeared, measuring 4GB.

Since the file is downloaded again if you simply delete it, you’ll have to take an extra step to get rid of it permanently. After you delete the file, go back to Settings in Chrome and select System. Then  turn off the switch for On-device AI.

But as long as you have enough disk space (and if you can’t spare 4GB, then it’s time to clean up your drive), the file is little cause for concern. Just forget about it, especially if you’re keen to try on-device AI, and we’ll see what the future holds for Gemini Nano.





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