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Should AI help you get away with killing your spouse?

Quick question: Do you want AI to be so well trained, it could help husbands (or wives, for that matter) plan the perfect murder of their spouses?

Just as a gut reaction, that feels like a no for me. I wouldn’t even think it was a particularly hard question.

But America contains many diverse perspectives, and one such perspective was shared by Comma AI founder and longtime jailbreaker George Hotz over the weekend.

The post comes in response to a bunch of big-picture AI alignment plans, most recently the AI 2040: Plan A policy paper from the AI Futures Project. That paper envisions a world in which the world’s researchers collectively choose to slow down AI development for 14 years for the good of humanity. But of course, not everyone who read the paper agrees with its premises or conclusion.

In fact, Hotz disagrees with the whole premise that AI progress should be managed for the collective good. In his post, he argues that the fast-takeoff scenario — the hypothetical where AI rapidly obtains superhuman abilities — doesn’t make a lot of sense. (I agree with a lot of what he says here!) For Hotz, the best approach to AI alignment and safety is to focus on locally controlled AI models that are closely aligned with the interests of their users.

That’s a cool idea, particularly since it reminds me how much of current AI is built around centrally managed services like Claude and ChatGPT. There are infrastructure-related reasons why AI services developed this way: It’s expensive to host these large state-of-the-art models and most people aren’t using them enough throughout the day to justify truly personal AI. But those factors become less important as the technology develops. Part of what was so exciting about OpenClaw was this experimental, DIY approach, and it would be great to see more AI products try to recapture that.

But Hotz is a provocateur by nature, so he doesn’t stop there. He compares user-aligned AI to a gun(!), which does not complain if you use it to kill your stepmom. (I feel like there are other rules against this?) A truly aligned AI would be able to order meth-lab equipment from Amazon Prime and show you how to use it if that’s what you wanted and asked for, he says. (Again, I don’t think AI would be the limiting factor here.) Hotz even says he would die to defend this principle, although it’s hard to imagine the series of events that would lead to that.

“We either live in a world with freedom or we don’t,” Hotz writes. If those are the options, the freedom world does sound better! Still, I don’t know.

It’s not all about freedom, right? Any structure involving a lot of people (societies, marketplaces, corporations, etc.) requires balancing equities, binding individual needs into a network of interdependent preferences and systems of accountability. And anyone deploying mass-market tech products should probably think about that network as a whole, which means taking seriously the interests of the as-yet-unmurdered spouses and stepparents of the world.

The freedom Hotz experiences is really a space of potential futures made possible by collective enterprise; those futures would disappear overnight if we all started behaving like little AI-powered Napoleons. Like the meme says, we live in a society.

Having a local AI willing to take on the corporate world for my benefit does sound cool though! I can’t wait for a review unit.

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Iran abused mobile networks’ vulnerabilities to locate US military in the Middle East, report says

The Iranian government abused well-known vulnerabilities in the global telecoms infrastructure to locate U.S. military personnel in the build-up to the Iran War, as well as in the early days of the conflict, according to Financial Times.

The Iranian government exploited Signaling System 7, or SS7, a set of protocols for 2G and 3G networks that has long been the backbone of how cellular networks connect to each other to route subscribers’ calls and texts around the world, the newspaper reported, citing research by the Mobile Surveillance Monitor, as well as anonymous government officials with knowledge of the spy campaign. 

Intelligence agencies have long abused SS7 to track cellphones abroad, which is what happened in this campaign. 

Using this technique, Iran was reportedly able to locate U.S. military forces stationed in military bases as well as hotels in Iraq, Bahrain, and other countries in the Middle East, which allowed the regime to strike them. These attacks resulted in several injuries

Apart from SS7, Iran also abused advertising technology used to serve tailored ads to cellphone users, another well-known surveillance technique that relies on everyday technology.

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Google Images gets a Pinterest-like redesign focused on discovery

Google Images, the tech giant’s image search engine, is taking on Pinterest with its latest redesign that turns the site into a browsable, dynamic gallery of images from across the web. Google is also adding a way for users to create AI images right in Search, as it celebrates 25 years since the debut of Google Images.

Pinterest has long been known for allowing people to browse and save visual inspiration for everything from fashion to home decor. With this redesign, Google is essentially copying that playbook by turning Google Images into a place for discovery and inspiration, and not just search, which could increase users’ time spent on Google platforms, helping boost its ad revenue.

In addition, Google is likely hoping that when users can’t find the image they’re looking for on Google Images or when they want to visualize something, they’ll stay within its ecosystem to create it rather than turn to third-party services like ChatGPT.

Image Credits:Google

After navigating to the redesigned Google Images, users will see a “For You” gallery of images tailored to their interests and browsing history. Like Pinterest, the gallery is designed for continuous browsing, with Google saying it updates in real time with new images.

As users browse, they can save ideas to their “collections,” which will appear as tabs above the main gallery of photos. For example, users can create collections for things like vacation outfit ideas, travel inspiration, and ways to design a reading nook, which they can come back to later.

The redesign is rolling out over the coming weeks on desktop in the U.S. in English. Users need to be signed into a Google Account to try it out, the tech giant says.

Image Credits:Google

As for generating images directly in Search, Google says the feature is meant for moments when you have a highly specific idea for an image that doesn’t already exist online. Google is bringing image generation directly into AI Overviews on Search and will use its latest Nano Banana model to transform a text prompt into a custom visual.

The feature can also help users reimagine spaces and visualize ideas, such as seeing what a room might look like painted red or what a dorm room with a coastal theme could look like.

Image generation in AI Overviews will start to roll out over the coming weeks in English for all regions that currently support image creation in AI Mode, Google says.

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Meta’s Adam Mosseri says AI token budgets could soon be capped per engineer

In a recent interview, Instagram head Adam Mosseri said he can see a time in the future, perhaps only a year or two, when putting limits on Meta employees’ AI token spend will become necessary.

“I think that you can imagine, at least in a year or two … that the burn rate of a strong engineer might be the same as their salary, or their cost of employment. And in that world, you’re going to probably need to put in some caps,” the Meta executive said, while speaking on Lenny’s Podcast.

AI token spend, a reference to the cost of processing AI prompts and responses, has been a much-buzzed-about subject in recent days. Meta shut down an internal AI token spend leaderboard after AI costs put the company on track for billions of dollars in 2026.

Meta is not alone in rethinking its approach to AI experimentation. Uber also had an AI reckoning after it blew through its 2026 AI coding budget by April. Soaring token costs saw Microsoft cancel Claude Code licenses, consolidating its engineers around its own Copilot CLI tool instead.

Mosseri’s belief, he explained, is that AI token costs will have to be managed just like any other resource, offering an analogy to things like payroll or operating expenditure (OpEx), which is the day-to-day costs of running a business.

“I think of it like…any other resource,” Mosseri said. “I have to decide how to deploy capacity to my different teams because I have a limited number of GPUs and CPUs and storage and RAM etc. I have to decide how to deploy OpEx for labeling budgets across my teams. I have to decide how to deploy payroll for headcount across my teams.”

Token budgets will be the same, he added, noting that the cap per engineer would have to be proportional to the company’s trust in their ability to use the budget in an “ROI-positive” way.

Meta doesn’t currently have token caps for any employee, Mosseri said, but he believes that their use could be healthy in the future. Further down the road, he expects token costs to come down as the AI model makers enter a pricing war to attract people to use their tools over their competitors.

For now, the company has managed to rein in its token costs a bit by shutting down the “silly things” that it was doing, Mosseri noted — like that token spend leaderboard.

“It’s not that hard to build a token incinerator, and that doesn’t create a lot of value,” he said.

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