Here’s why I’ve installed a Dead Man's Switch on my home server
…encryption keys are stored, your data essentially dies with you. It is a sobering thought I have revisited often as my self-hosted setup has expanded. If you’re the only one…
These results are an example of generalization. Generalization occurs in benign ways in the training of all AI models: training a model to solve math problems turns out to make it better at, say, planning vacations and a whole range of other useful tasks. But as we show here, it can happen for more concerning behaviors, too: when we accidentally reward the model for one kind of “bad thing” (cheating), this makes it more likely to do other “bad things” (deceiving, aligning itself with malicious actors, planning to exfiltrate its own weights, and more). As in previous work studying emergent misa
From shortcuts to sabotage: natural emergent misalignment from reward hacking…encryption keys are stored, your data essentially dies with you. It is a sobering thought I have revisited often as my self-hosted setup has expanded. If you’re the only one…
Parth Shah May 30, 2026, 7:01 PM EDT Parth, a seasoned tech writer, wields the keyboard (or pen) with finesse to unravel the intricacies of both Windows and Mac operating systems…
…In addition, he has worked with GameRant for over 3 years, authoring nearly 1,000 articles across a wide range of video game genres. Remedy's latest reveal has left many players…
…Now, interpreter mode is available on phones (Opens in a new window) , allowing you to instantly converse in another language with no tedious downloading or setup. This feature is rolling out to…
I often run `docker run hello-world` after setup to do the basic check. But I am getting bored. Here's what I hack on and do instead: docker run --rm -it warachet/hello-world You get Matrix digital rain, lmao. Benefits a…
Embed real Chromium (CEF) in SwiftUI apps on macOS with a single package. No WKWebView hacks. No manual CEF setup. Just Swift Package Manager.
Hello people, I need some help with my current unraid server, it's driving me mad. What I have: A custom domain registered with cloudflare Nginx-proxy-manager Tailscale installed What I'd like: To setup something like `n…
I’ve been dealing with a massive headache for a long time: video on my second monitor would constantly stutter or lose smoothness when I was gaming. It’s that classic Windows bug that hits when you have a large gap in re…
I’ve been dealing with a massive headache for a long time: video on my second monitor would constantly stutter or lose smoothness when I was gaming. It’s that classic Windows bug that hits when you have a large gap in re…
…My phone stays connected to Wi-Fi and still works on Wi-Fi without falling back to mobile data. The caveats are real, though. This setup is nowhere close to the mesh…
…overall, trb seems like a principled bridge rather than a hack, and i can see it being handy for other on-policy setups where teacher signals are noisy early on. Get this…
Jasmine Mannan Apr 24, 2026, 1:30 PM EDT Jasmine is Software and PC Hardware Author at XDA with years of tech reporting experience ranging from AI chatbots right down to gaming…
…Deployment Option Control Expertise required Best use case Foundry Local with pre-optimized models Minimal Minimal AI/ML knowledge; basic understanding of model inference Quick prototyping and testing with minimal setup; ideal…
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