This May Be The Most Dangerous Man-Made Object Ever Produced






Forty years removed from the Chernobyl Nuclear Power Plant disaster in 1986 that saw the catastrophic failure of reactor 4, Chernobyl itself remains a tragic time capsule, serving as a sobering reminder to the dangers of nuclear energy –- and the consequences of human error in the absence of nuclear safety. Chernobyl still bears the nuclear scars from four decades ago; some are fading, while others are raw as ever. Underneath the surface of Chernobyl, one such scar is “The Elephant’s Foot,” what might be one of the most dangerous man-made objects ever produced, despite its unintentional creation.

Beneath the ruins of reactor 4 lies the resting place of The Elephant’s Foot: a black, lava-like mass of corium, given the name for its uncanny resemblance to the foot of a massive elephant. Corium, also known as a lava-like fuel-containing material (LFCM), is the result of a molten mixture of nuclear fuel and reactor materials. In the case of The Elephant’s Foot, it is also composed of several other elements and materials that it combined with as it melted through them, descending into a maintenance corridor beneath the reactor, where it remains a radioactive slag heap.

Chernobyl’s Elephant Foot is a rare, radioactive amalgamation

The Elephant Foot of Chernobyl was discovered several months after the initial accident in December 1986, when dosimetrists stumbled upon it while investigating the corridors beneath the reactor. As a direct result of the core meltdown, the core, fuel rods, graphite moderator components, and nuclear fuels all began to melt into one another. This formed a radioactive lava-like sludge that continued to melt through the bottom of the reactor structure, changing composition as it interacted and melted with other materials such as steel, glass, sand, and concrete as it melted through floors. As it came to rest and started cooling in the basement of the building, its appearance looked more like a black ceramic, and its final composition included multiple fission products, molten building materials, and elements like uranium and zirconium.

This toxic amalgamation of nuclear fuel and fission byproducts is what forms corium, a uniquely human made danger, born out of nuclear disaster and human error. Corium has only been created five times in human history: once at Chernobyl, once at the Three Mile Island accident, and three times during the Fukushima Daiichi plant accident. Upon its discovery, the corium mass that makes up The Elephant’s Foot emitted roughly 10,000 roentgens per hour, and just a few minutes of exposure would be lethal. The Elephant’s Foot is just a small part of the estimated 100 tons of Corium beneath Chernobyl. Over the years, the danger posed by the Elephant’s Foot has decreased as its radioactive materials have decayed. Though, it’s far from safe, and will likely pose radiation concerns for decades.

Chernobylite: a technogenic and radioactive crystal unique to Chernobyl

As the corium masses throughout Chernobyl cooled, a unique crystallized mineral began to form on them, known as Chernobylite. These crystal formations occur after the corium is exposed to air and steam, and they are found nowhere else on earth. The closest mineral is Trinitite, soil that was fused into a radioactive glass-like material after the nuclear explosion test in 1945, known as the Trinity Test. Chernobylite crystals are another distinct danger created from the nuclear fallout, as they contain high amounts of uranium and zirconium, in addition to other contaminated nuclear products.

Studying corium and Chernobylite have been a challenge, as their very creation is exclusive to nuclear disaster. And that says nothing of the extreme radiation danger that real world samples represent. Although, over time, scientists have been able to successfully simulate certain lava-like fuel-containing materials (LFCMs) in order to better understand their behavior. A study published by Nature documents the recreation of these LFCMs in order to study how they corrode, which is important for managing sites like Chernobyl in the long term. The same study was also able to successfully synthesize a material similar to Chernobylite, which may provide more clarity into the process of how the mineral is created during corium formation, which may in part help shape a safer future for nuclear reactors





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Google Gemini

Lance Whitney/ZDNET

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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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