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@dystopiabreaker.xyz
5.5K followers 378 following 2.5K posts

aspiring neurocryptographer, security nerd

PostsRepliesMedia
⚡️🌙 @dystopiabreaker.xyz · 12/08/2026
"the so called meteor so called scientists have detected headed towards earth is actually just fake to prop up their big science bubble. no i will not look up. i am very serious buy my substack"
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⚡️🌙 @dystopiabreaker.xyz · 12/08/2026
ed pretends he's leo but he's actually these guys
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⚡️🌙 @dystopiabreaker.xyz · 12/08/2026
this post title is extremely funny to me
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⚡️🌙 @dystopiabreaker.xyz · 07/06/2026
miss this discourse tbh. it was very funny in this specific way
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⚡️🌙 @dystopiabreaker.xyz · 27/05/2026
one of my favorite cheeky papers, from 1999, is this one where the authors argue that sometimes it is better to simply wait and do nothing, because your astrophysical simulations will complete faster if you simply wait for the next epoch of compute arxiv.org/pdf/astro-ph...
We show that, in the context of Moore's Law, overall productivity can be increased for large enough computations by 'slacking' or waiting for some period of time before purchasing a computer and beginning the calculation.
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⚡️🌙 @dystopiabreaker.xyz · 22/05/2026
or this?
int send_response(int fd, uint8_t type, uint32_t length) {
    long double hdr = 1.0;
    return write(fd, &hdr, sizeof(hdr));
}
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⚡️🌙 @dystopiabreaker.xyz · 22/05/2026
sure. how about now?
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⚡️🌙 @dystopiabreaker.xyz · 22/05/2026
how about this?
int send_response(int fd, uint8_t type, uint32_t length) {
    long double hdr;
    return write(fd, &hdr, sizeof(hdr));
}
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⚡️🌙 @dystopiabreaker.xyz · 22/05/2026
can you spot the critical bug in this C code?
struct response_header {
    uint8_t type;
    uint32_t length;
    uint64_t timestamp;
};

int send_response(int fd, uint8_t type, uint32_t length) {
    struct response_header hdr;
    hdr.type = type;
    hdr.length = length;
    hdr.timestamp = time(NULL);

    return write(fd, &hdr, sizeof(hdr));
}
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⚡️🌙 @dystopiabreaker.xyz · 18/05/2026
average MLeng: 'well, the adversary would have to know the details of how our defense works' the humble Kerckhoff axiom:
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⚡️🌙 @dystopiabreaker.xyz · 18/05/2026
you may think your service on localhost cannot be accessed by remote services, because it is listening on localhost and the same origin policy protects you. however, have you considered:
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⚡️🌙 @dystopiabreaker.xyz · 18/05/2026
neural networks try to design towards “all structure” in their layers, whereas block ciphers must be “no structure at all” (any structure is a break, usually)
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⚡️🌙 @dystopiabreaker.xyz · 09/05/2026
friday night, perfect time to work on something completely normal
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⚡️🌙 @dystopiabreaker.xyz · 07/05/2026
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⚡️🌙 @dystopiabreaker.xyz · 01/05/2026
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⚡️🌙 @dystopiabreaker.xyz · 01/05/2026
behold the original tome of woke
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⚡️🌙 @dystopiabreaker.xyz · 01/05/2026
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⚡️🌙 @dystopiabreaker.xyz · 01/05/2026
they’re doing this to me tomorrow
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⚡️🌙 @dystopiabreaker.xyz · 01/05/2026
you know who else was a big fan of creatures and goblins?
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⚡️🌙 @dystopiabreaker.xyz · 30/04/2026
oh, lmao
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⚡️🌙 @dystopiabreaker.xyz · 25/04/2026
the pollution would from gas turbines would be substantially less concerning if they were actually 'burning pure methane'
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⚡️🌙 @dystopiabreaker.xyz · 24/04/2026
one cool thing you can do with simple, lightweight systems level mitigations/instrumentation like this is stick them in a zkVM (like SP1) and produce succinct proofs over arbitrarily sized agent trajectories, and show compliance to some agent policy without revealing the transcript at all
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⚡️🌙 @dystopiabreaker.xyz · 24/04/2026
sometimes i bring things to claudes and am just like 'do u like this'
a penguin transporting a pebble using their beak
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⚡️🌙 @dystopiabreaker.xyz · 24/04/2026
side note the new image model is pretty good at understanding scale
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⚡️🌙 @dystopiabreaker.xyz · 21/04/2026
it always comes back to bill gates
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⚡️🌙 @dystopiabreaker.xyz · 19/04/2026
5g coronavirus get the info
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⚡️🌙 @dystopiabreaker.xyz · 14/04/2026
what a beautiful scene. no nuclear radiation or datacenters in sight.
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⚡️🌙 @dystopiabreaker.xyz · 13/04/2026
happy neilversary
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⚡️🌙 @dystopiabreaker.xyz · 08/04/2026
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⚡️🌙 @dystopiabreaker.xyz · 07/04/2026
claude mythos is far more token-efficient than opus. continuing the trend
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⚡️🌙 @dystopiabreaker.xyz · 07/04/2026
new claude looks incredibly strong
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⚡️🌙 @dystopiabreaker.xyz · 02/04/2026
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⚡️🌙 @dystopiabreaker.xyz · 01/04/2026
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⚡️🌙 @dystopiabreaker.xyz · 31/03/2026
the breathless reporting on datacenters has escalated to “datacenters are dropping 18 hiroshima scale nuclear bombs on their communities every day”
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⚡️🌙 @dystopiabreaker.xyz · 31/03/2026
yes, you might imagine using a rater model as the 'correction loop' here, but unsupervised pretraining results in all the models converging on very similar representation spaces, so your rater will have the same 'taste'. a difficult bootstrapping problem
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⚡️🌙 @dystopiabreaker.xyz · 31/03/2026
claude made this in 10 seconds and it felt important to share
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⚡️🌙 @dystopiabreaker.xyz · 30/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 30/03/2026
i dunno man. every single capabilities graph looks like this
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⚡️🌙 @dystopiabreaker.xyz · 26/03/2026
and for context on the actual size of the rate limits, this includes implementing three different complex games in rust (p2p rollback netcode, 3d rendering, server-authoritative state, ...), including procedurally drawn assets
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⚡️🌙 @dystopiabreaker.xyz · 25/03/2026
claude
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⚡️🌙 @dystopiabreaker.xyz · 17/03/2026
incredible stuff
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⚡️🌙 @dystopiabreaker.xyz · 15/03/2026
even under extremely generous assumptions, the “AI is drinking all the water” thing is empirically fake. (infographic from @andymasley.bsky.social )
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⚡️🌙 @dystopiabreaker.xyz · 12/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 11/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 11/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 11/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 11/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 10/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 10/03/2026
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⚡️🌙 @dystopiabreaker.xyz · 10/03/2026
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