dad, husband, data&ops&strategy&econ geek. I cook, run, ruck.

Columbus, OH
Muness Castle retweeted
Riding the huggingface AI safety wave to justify a crackdown on open source is abominable. Not only was an open-source platform victimized in that attack, but they relied on open-source models to defend. These people know this, of course. They simply don't care.
We're used to thinking of open-source models as an unadulterated good. But in the case of AI, they can actually pose additional dangers, as @ReidHoffman and I got into at #CGI2026. I appreciated this nuanced discussion.
Community note
All recent large-scale cyberattacks have been performed by proprietary AI models from OpenAI and Anthropic. No evidence that open-weight models present any additional cybersecurity risks. nytimes.com/2026/09/23/tec… anthropic.com/news/investiga… en.wikipedia.org/wiki/OpenAI%E2… opensource.org/blog/openness-…
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TeslaAndroid does run on a Pi400!
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I saw a Pi400 on fb marketplace and just had to know if this was a thing I could do.
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Let it be a Linux distro and laptop from OpenAI. 🤞
2026 is the year of linux desktop
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My favorite value working at @zapier was: "Show, don't tell." It's mind numbing how most work and politics are about telling others that they should, need to or other directives without action or substance.
State of the Union by European Commission President @vonderleyen: „We will“ - 56 times „We need to“ - 18 times „We must“ - 10 times „We should“ - 4 times Implementing - Zero times Doing - 4 times Achieved - Zero times Two summits & a new European security strategy announced.
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Muness Castle retweeted
I feel like the extent of the government/NGO Internet censorship apparatus is extensively underrated by people interested in AI safety, in particular how it pattern matches to calls for neutral third parties to people of the political persuasion who were targets of the censorship
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After a few weeks of Luna, Sol, Grok, Astra: Opus and Sonnet are just outright insufferable.
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Muness Castle retweeted
Replying to @ChrisVanHollen
Anybody discussing regulating AI should demonstrate that they have even the faintest, shallowest hint of how it actually works. Instead of coordinating around boosting doomer hype that is clearly, unmistakably, obviously motivated by something other than "saving humans."
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Muness Castle retweeted
Replying to @MichaelFKane
Now try that with humans of a certain ideological variety. The last time I suggested this to one I received a death threat. And people wonder why so many turn to AI.
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In the last 24 hours I got an unchanged glibc Linux binary running in an Android app. The file in the APK has the same SHA-256 as the vendor's .deb. I didn't recompile it, and it plays bit-perfect to an external DAC: the RU9 shows DSD512 and plays clean. Here's what it took.
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The Linux part stays in its own process. glibc and bionic never share an address space, so there's no linker-namespace fight to win. The app owns the Android lifecycle and the hardware path. The child gets the Linux-shaped world it expects, and doesn't know the difference.
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Android blocks glibc syscalls before main. Its Linux paths and /dev/snd are missing. Patches return expected failures. The shim and symlinks supply paths. A userspace ALSA device supplies audio. The unchanged binary runs in an Android app; the RU9 reports DSD512 and plays clean.
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