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Why does reward hacking lead to worse behaviors?
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 hackingVideos
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Super Mario Bros. players uncover the biggest glitch in the game's 40-year history
…Well, after a very convoluted setup. Don't expect the trick to change how quickly Super Mario Bros. can be beaten, at least not immediately. In an email exchange with Polygon, Kosmic…
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Stop buying expensive docks when your monitor already has one
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Discussions and forums
Docker hello-world, but in half-size image with Matrix digital rain
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…
Show HN: CefSwift, a SwiftUI-first wrapper around Chromium Embedded Framework
Embed real Chromium (CEF) in SwiftUI apps on macOS with a single package. No WKWebView hacks. No manual CEF setup. Just Swift Package Manager.
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How does one configure Tailscale with internal domains
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…
[Fix] Finally fixed the DWM dual-monitor stutter bug (without disabling HAGS)
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…
Don't be dumb like me
Received my new mini PC yesterday to move my World of Warcraft server over from my Raspberry Pi5. Everything setup nice and clean, working locally but for whatever reason my EE smart hub would not forward the ports no ma…
New ARPG on Steam is Diablo Meets God of War Remixed into the Extraction Genre
…Gods, Death and Reapers ' extraction setup could help prevent that from happening as often, since every run should come with a real chance of failure, lost loot, and enough pressure to keep…
I run Windows in a Proxmox VM full-time, and it's good enough to replace my main PC
…Related I tried using a dual GPU setup with Lossless Scaling - here's how it went Making dual GPU setups great again The easier snapshots help tremendously with coding projects And the…
Meet Windows 11's Dev Drive, the gaming speed trick hiding in plain sight
…The setup can be done directly in Windows 11. Open Settings using the Win+I shortcut and go to System. In the Storage section, go to “Advanced storage settings” and then to…
Pragmata is just okay, but it could’ve been great
…Diana can hack into enemies, weakening them while Hugh shoots. At first, it feels strange; hacking is like a minigame where you have to move a cursor through a grid to reach…
Gemini for Home finally clicked for me after I deleted half my automations
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For under $100, an Xbox 360 with homebrew beats almost every modern console I own
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