18 comments

  • goodburb 2 days ago
    Tested on three Android devices (version 9, 13, 16) with different Firefox versions under 150 (had to modify for older).

    Two boot looped, I had to enter recovery and the other just powered off [0].

    The demo modifies the wallpaper on supported Pixel devices.

    [0] IonStack https://rootme.nebusec.ai

    ____

    Tip: Install a Chromium flavor browser (Chromite) separate from the main browser.

    Disable Javascript and hardware accelerated video decoder (commonly exploited) from the flags page and enable reader mode to fix broken JS-dependent websites when browsing blogs and random sites on your personal devices, else dedicate a tablet.

    • etenal 18 hours ago
      Thanks for testing, we currently only tested it on Pixel 10, but there are a few people on our repo creating PR to support other devices, you can take a look here https://github.com/NebuSec/CyberMeowfia
      • bana-io 9 hours ago
        Can you please provide a `Dockerfile` to build the POC/exploit?
    • Retr0id 17 hours ago
      I've been noodling with porting the kernel exploit to other devices, and the exploit is very sensitive to how the compiler happens to lay out stack frames, which varies between kernel builds. Once you figure out the right "stamp method" and offsets for a particular kernel build though, it's fairly reliable.
    • bana-io 8 hours ago
      So I took the risk and ran it on a Samsung S26 Ultra - I will confirm the full details once I have `adb` installed and running.

      The exploit/POC (call it what you want) ran or appeared to have executed because:

      1. I saw output on the Firefox tab when I navigated to <https://rootme.nebusec.io/b9e3f1a4-7c82-4d6e-9a51-2f8c4b3e0d...>.

      2. I saw some output from the execution of the POC.

      However, after I went to <https://rootme.nebusec.io/b9e3f1a4-7c82-4d6e-9a51-2f8c4b3e0d...> the phone froze and refused to respond to any input. The only thing that worked was restarting, which I wonder how it works given the, I think, the kernel has hung. Does anyone know how the kernel is able to respond to events whilst the system has hung? The screen remains on with the partial output of the execution of the POC until the screen saver kicks in ...

      • inigyou 7 hours ago
        The kernel is not a single-threaded process - a "kernel hang" is not a very specific description and you don't have a way to know that it happened anyway. The screen timing out is evidence that the kernel was largely working, actually. Of course if some data structure got corrupted it could have affected a specific essential part of the system, such as the touchscreen driver or the display compositor.
    • coffe2mug 13 hours ago
      Would be amazing if this was used to root so-far unrootable android devices. Any suggestions.
      • mschuster91 12 hours ago
        Wonder if it were possible to use this to (finally) jailbreak DJIs original RC that came with the Mini 3 Pro.

        It doesn't have a web browser or, virtually, anything of use... but I think it supports enough of a web browser to log in into wifi captive portals.

        • dji4321234 5 hours ago
          Root for these RCs has been available under the guise of “FCC hack” for a really long time now; different groups have different exploits (it’s DJI so there are plenty) that work on different firmware versions.

          This would almost surely work there too, though.

        • amarcheschi 7 hours ago
          What can you do with a jailbroken drone rc?
          • dji4321234 5 hours ago
            Mostly they’re used to enable illegal RF parameters in Europe (FCC hack); DJI disabled strict geofencing in most of the “west” several years ago and that was also enforced in the drone anyway.
          • lossyalgo 7 hours ago
            If you don't mind going to jail and/or paying a fine, flying in restricted/illegal areas.
    • Chu4eeno 2 days ago
      fwiw, the firefox vulnerability seems to be CVE-2026-10702 (type confusion in the ionmonkey jit compiler): https://www.sentinelone.com/vulnerability-database/cve-2026-...
      • no_time 9 hours ago
        Severity score of 4.3 seems low considering the click2pwn in this thread. Though Firefox on Android is uniquely bad because of the lack of sandboxing.
    • bana-io 9 hours ago
      What Android devices did you test on exactly?

      I take it you did NOT unlock the bootloader?

      > Two boot looped, I had to enter recovery and the other just powered off [0].

      Absolutely crazy that it is possible to brick someone's phone via an exploit but ... hey.

      After the power off what happened? Do things seem normal?

      When it entered recovery mode where you able to get the phone in a clean state again? I take it that you did?

      I'd really like to run this but I, ideally, do not want to run something random from the internet. It's a shame there is no `Dockerfile` to build this exploit/POC. All I want is LPE to `root` on a Samsung (Snapdragon) phone.

      • goodburb 2 hours ago
        Originally tested on non personal devices

        Honor 10 - Moto G04 - Poco X3

        Poco is unlocked.

        There is no brick on any, they're boot loader bugs and unrelated to the exploit. Recovery "reboot" was used.

        You need to modify it to root, the example only crashes the kernel.

  • password4321 2 days ago
    Forgot to include "LPE" (local...) in the title so most of us can get back to weekending.
    • phire 12 hours ago
      Not really. Generally we use "Local Privilege Exploit" to describe an exploit that goes from a reasonably normal user privileges to root privileges.

      And we don't usually worry about them, because an application with normal user privileges can already to so much damage.

      But this exploit can be triggered from inside a tightly sandboxed process, such as firefox's isolated browser process. Which means the attacker now only needs to chain two exploits together: One javascript exploit to get local code execution in an isolated sandbox, and this one to jump all the rest of the way to kernel mode.

      Which means, you should update both firefox, and your linux kernel.

      • password4321 12 hours ago
        > this exploit can be triggered from inside a tightly sandboxed process

        Thank you for emphasizing this important detail.

        > you should update both firefox, and your linux kernel

        No doubt, update all the things! My point was, it can most likely wait until Monday.

      • franga2000 8 hours ago
        Realistically, if you have a browser sandbox, the system LPE exploit gives you very little more. Everything interesting on a desktop system is accessible by the user account directly.
        • mjg59 7 hours ago
          This gets you code execution in the kernel, at which point sandboxing is irrelevant.
    • jurf 13 hours ago
      Got me confused for a sec, as the exploit in the top comment implies JavaScript→root, but it actually relies on two separate exploits.
    • circularfoyers 2 days ago
      Since this enables container escape, sounds like this might still impact quite a lot of us?
      • password4321 2 days ago
        I guess, if you thought Docker/etc. was a security boundary
        • insanitybit 17 hours ago
          They are a security boundary. The fact that you need a vulnerability to escape them is proof of that. They just don't have a particularly high cost of escape because reachable kernel vulnerabilities are so common.
          • dijit 14 hours ago
            Escape from docker containers is trivially easy, if you are able to run as the root user in the container itself.

            Many (maybe most) containers actually default to running programs as root. Kernel exploit not required.

            • insanitybit 8 hours ago
              I don't think this would change anything even if it were true, which it is not. Running as root in a container opens up tons of footguns but it is not a path out of the container on its own.
            • maple3142 11 hours ago
              If you are given a shell with `docker run -it --rm alpine:3 sh`, can you read the /etc/shadow on the host without kernel exploit? Assuming the docker and kernel are sufficiently update-to-date (e.g. latest Docker on Debian Stable).
              • chlorion 9 hours ago
                No.

                The "root" you get in docker is not actually root outside of the namespace the container in running in.

                Assuming no bugs in the kernel, it should not be able to do anything more than the UID that it's mapped from.

                • ptx 9 hours ago
                  Does Docker use user namespaces by default? Otherwise root in the container is actually root on the host, from what I read. Correct me if I'm wrong.

                  (Privileges are still limited by seccomp filters blocking some syscalls, and there's SELinux to block some other stuff, but it's still the actual root user without user namespaces, I think?)

                  • insanitybit 8 hours ago
                    That's right. Docker still runs without user namespaces by default, which means that root is the same user inside and outside of the container. This does open up attack surface and configuration footguns.

                    Confinement still leverages dropping some root caps, seccomp, various other namespaces, etc.

                    • inigyou 7 hours ago
                      I don't think this is true, otherwise you could just load a kernel module into the host kernel from a container.
                      • cyphar 4 hours ago
                        Root is not just one thing on modern Linux, almost all in-kernel privilege checks are now gated via (slightly) more fine-grained capabilities and the default capability set for Docker containers disallows module loading (CAP_SYS_MODULE) and the relevant syscalls (namely (f)init_module) are also blocked with seccomp.

                        People still should use user namespaces (and tools like Podman and Incus do by default) but basic stuff like that is not the reason.

                      • ptx 5 hours ago
                        Presumably Docker's seccomp profile [1] blocks the init_module system call which is used by insmod [2]. Although, looking at the default profile, it seems to explicitly allow it - but maybe only if you have CAP_SYS_MODULE, which I think means running Docker with "--cap-add=SYS_MODULE".

                        [1] https://docs.docker.com/engine/security/seccomp/

                        [2] https://tldp.org/HOWTO/Module-HOWTO/x627.html

                      • physicalecon 7 hours ago
                        It is very possible to load a kernel module into the host from a container.

                        https://stackoverflow.com/questions/33013539/docker-loading-...

                  • chlorion 8 hours ago
                    At least podman does if running rootless, I assume docker supports rootless operation as well.

                    Not sure about running rootful though. I don't really use rootful containers personally.

                • dboreham 5 hours ago
                  Hmm. Either I've lost my mind, or you're running a different Docker than me, or you're thinking of some strange scenario such as a Mac where docker is actually inside a VM, or you're wrong.

                  While there is a feature to do with UID mapping, it doesn't actually work/isn't usable/nobody uses it in current docker iirc.

                  Therefore root in the container very much is root on the host.

          • worthless-trash 16 hours ago
            Some people clearly do use containers as deployment mechanism, with security not in mind.
          • password4321 12 hours ago
            > They are a security boundary

            My mistake, leaving out some adjective one could interpret as a misunderstanding of containers as an effective (etc.) security boundary. Fool me 100+ times and all that.

            There must be at least a triple-digit number of CVEs by now demonstratimg that in practice containers are a thinner layer of security (perhaps not quite as thin as the classic recommendation of running SSH on a nonstandard port, but that might be leaning toward the safer side of analogies vs. malicious code!) rather than a boundary like virtualization (not perfect but a best practice for isolation).

        • markasoftware 17 hours ago
          Runpod, digital ocean's gpu cloud, and at least a few others use Linux containers for isolation between tenants (look at Wiz's blog post about the nvidia container toolkit bug; digitalocean just puts everyone in a massive k8s cluster)
        • XorNot 1 hour ago
          There was a virtual machine KVM escape found like 2 weeks ago.

          Nothing is a security boundary anymore.

        • circularfoyers 17 hours ago
          I know there's a lot you can do in k8s to mitigate it, but I didn't think that prevented it outright.
      • hollerith 2 days ago
        A lot of us rely on Linux containers' being escape-proof?

        I would have hoped that only a few of us are so misinformed as to do that.

      • ActorNightly 13 hours ago
        If you run critical containers under Linux instead of a dedicated hypervisor, you deserve to get hacked.
    • Chu4eeno 2 days ago
      they also found a type confusion in firefox/ionmonkey, so you can go from random website to pwned very quickly.
    • iririririr 12 hours ago
      as if in these times there aren't hundreds of "0days" in everyone's hands waiting to be burned for situations just like this.

      from ssh to node, so much stuff showing every other week. might as well call everything remote unless you run 100% behind wireguard or something.

      • pixl97 3 hours ago
        Pretty much, the rate at which quality exploits are dropping is mind blowing.
  • reorder9695 52 minutes ago
    Could this be used to unlock bootloaders on typically non unlockable phones? If so this could be one of the best things to happen to Android.
  • teleforce 2 days ago
    >Google has rewarded us $92,337 in kernelCTF

    I'm all ears now

    • mrbluecoat 2 days ago
      Seems low considering the wide impact, but maybe the only thing corporations throw big money at is remote exploits?
      • tptacek 2 days ago
        That's a huge amount of money for a vulnerability.
        • inigyou 10 hours ago
          Also one order of magnitude less than you could get on the black market for a universal Linux LPE and two orders less if you can make it work reliably.
          • tptacek 5 hours ago
            I believe you are two orders of magnitude wrong, in the upward direction, on that number (the first of them). You're talking about reliable remote numbers there, full chain, full enablement, tranched with maintenance.
            • inigyou 2 hours ago
              Surely working on Android adjusts the number upwards by a lot?
        • esseph 16 hours ago
      • ActorNightly 14 hours ago
        How is it a wide impact?

        It requires being able to execute arbitrary code on the machine in userspace. If you have that, most of the time you don't even care about kernel level exploits.

  • 0x1ceb00da 14 hours ago
    Does that mean any android app can use ndk native code execution to become root? Does selinux help here?
    • goodburb 13 hours ago
      Considering that it's rare to get kernel (or any) updates on non-flagship phones, it seems likely.

      Backporting an old kernel should be possible, but the only indicator is the system update changelog that explicitly mentions it, I rarely see CVEs mentioned in changelogs on any smartphone. A tool to test the vulnerability is the only way.

      Any compromised app on the Play store or external can get root access instantly, but we can still rely on trust and audits when installing apps which should always be the rule.

      I suspect that this will be added to all Google Play integrity levels, limiting many apps from being installed on unpatched phones in the future.

      That's not the case with browsers with random sites and ads which is hardly avoidable, having any sandbox escape is now more severe considering that it bypasses the app container. It's similar to JailbreakMe on iOS [0]

      [0] https://en.wikipedia.org/wiki/JailbreakMe

      • ChocolateGod 12 hours ago
        > Considering that it's rare to get kernel (or any) updates on non-flagship phones

        How the cluster f*k of the Android update situation Google has allowed this to happen really needs a regulator to step in.

        Planned obsolescence is supposed to be illegal in Europe.

        • brainwad 10 hours ago
          Google is the good actor here. 7 years of updates, unlocked bootloader, support for LineageOS, etc. The reason it sucks is all the other OEMs who don't care about anything other than the current year's models.
          • AnthonyMouse 1 hour ago
            That's Google as the hardware OEM, not Google as the OS/platform vendor. They should be standing on Qualcomm's neck until they upstream their drivers and whatever else is necessary to make it practical for anyone to run updated kernels on their hardware, the same as it has worked for PCs for decades.
            • brainwad 52 minutes ago
              FWIW, when Windows NT was ported to mobile it also was compiled against binary blobs for specific Qualcomm SoCs. It's not an Android deficiency; what works on PCs just doesn't really work in mobile-land.
              • AnthonyMouse 44 minutes ago
                The reason it's like that is that 1990s Microsoft used carrot and stick to make the hardware vendors do the right thing and present day Google isn't doing that when they're the ones who would need to.

                The alternative would be for the hardware market to be less consolidated (the government keeps allowing Qualcomm to buy up competitors) so that the chip companies would have to compete on things like this. But that's no excuse for Google to be sitting on their hands when they could fix it too.

        • boarush 8 hours ago
          Part of the problem I believe sits on how chip manufacturers (looking at you Qualcomm) handle device trees that should be part of upstream, but are never done due to differences in tooling/proprietary blobs which are also part of the DT. This increases the effort on the OEMs to keep comptability across kernel versions.
        • inigyou 10 hours ago
          Why would Google be responsible for Samsung and Huawei?
          • ChocolateGod 9 hours ago
            Because it's their operating system and their live services?

            Just like Microsoft with Windows.

            • inigyou 8 hours ago
              Great analogy! Why would Microsoft be responsible for Lenovo?
              • ChocolateGod 8 hours ago
                Microsoft is responsible for the updates on a Lenovo.
        • starfallg 11 hours ago
          More to do with how the ARM ecosystem works and the resulting lack of openness and standardisation in the hardware interface.
          • ChocolateGod 11 hours ago
            There's a fair amount of blame there, but it's also partially how Android has to be compiled/built for the hardware.
      • kuschku 13 hours ago
        > I suspect that this will be added to all Google Play integrity levels, limiting many apps from being installed on unpatched phones in the future.

        You do realize that a full kernel vulnerability like this allows you to feed falsified information to SafetyNet? Just like DRM, it gives the developer the illusion of control, but doesn't do anything to actually improve "safety" or "integrity".

        It's silly that whenever I see a vulnerability like this, all I can think about is "finally, a way to get control over my own devices back". Once again, Stallman was right.

        https://www.gnu.org/philosophy/right-to-read.en.html

        Personally, I'll use this to root my Android TV and Chromecast devices and remove the shitty ads in the launcher (which Google added after I bought the devices!).

        • goodburb 12 hours ago
          Agreed, but I think this will force the average user to upgrade* their phones after losing access to sensitive apps (bank, gov) before getting compromised.

          Good news for reusing old phones and taking control.

          *as in replace

          • kuschku 12 hours ago
            We should be fighting against SafetyNet and similar attestation systems.

            The proper solution is one we had with desktop computing for decades. If you keep the key material on your eID or bank card, you don't need a locked down operating system. Which then allows devices to live for much longer.

            We're slowly losing the war on General Purpose Computing.

            https://media.ccc.de/v/28c3-4848-en-the_coming_war_on_genera...

            • ChocolateGod 12 hours ago
              > We should be fighting against SafetyNet and similar attestation systems. The proper solution is one we had with desktop computing for decades. If you keep the key material on your eID or bank card

              So you want a bank card/ID card to be required each time you use Google Pay? What's the point of Google Pay then.

              • AnthonyMouse 1 hour ago
                The obvious way to do this is that you need to physically attach the bank card in order to authorize a new vendor. So then when you sign up for Google Pay or Paypal or what have you, you need to get out your card -- which is good. You can't steal a physical card by breaching some other merchant it was used at.

                From then your Google Pay account is authorized to initiate charges until you tell your bank otherwise and you don't need the card again unless you want to sign up for Venmo etc.

                And it makes things easy if someone steals your phone, because you just sign into the payment processor and deauthorize the device or, if they've already changed your password etc., sign into (or go to) the bank and deauthorize the payment processor.

              • inigyou 7 hours ago
                Actually I have a better idea. What if, instead of holding my phone up to the payment terminal, the bank could give me a plastic card with an antenna and chip, that I could hold up to the payment terminal. The chip could be powered by induction from the terminal.

                Maybe I could even duct-tape it to my phone if I really want to do that.

              • kuschku 10 hours ago
                Once upon a time(tm), Google had a great solution for that: You could get a credit card in nano SIM format, and insert into in your dual-SIM phone.

                That then allows you to do secure NFC credit card payments even on a rooted phone with custom ROM.

                • ChocolateGod 9 hours ago
                  That doesn't work when someone has multiple or virtual cards. That also means if someone steals my phone they get my credit card too.

                  Not a great solution.

                  • kuschku 43 minutes ago
                    > That also means if someone steals my phone they get my credit card too.

                    Which hasn't been an issue since Chip & PIN became required, 22 years ago (at least over here).

                  • treyd 6 hours ago
                    You can load multiple card identities onto the same SIM and select the one you want to use.
                • inigyou 10 hours ago
                  I think some banks still do this with NFC instead?
                • skinfaxi 10 hours ago
                  Do you have more details on the sim credit card?
          • AnthonyMouse 1 hour ago
            > Agreed, but I think this will force the average user to upgrade* their phones after losing access to sensitive apps (bank, gov) before getting compromised.

            The problem being that there are many millions of people who can't afford to replace a phone they only recently bought just because the vendor never updates it, which means those banks and things can't in practice demand that people do that. Indeed, it creates the opposite problem, because installing a custom ROM on that device would give it a patched kernel but cause it to fail attestation, so what the attestation is actually doing is requiring those people to continue to use the vulnerable OS.

          • karteum 12 hours ago
            "this will force the average user to upgrade their phones"

            A lot of phones don't receive any upgrades after 1 or 2 years...

            I wish that Google would have forced vendors to implement a proper hardware abstraction (uefi or similar) so that a single kernel could run on any smartphone, just like it's the case for PCs...

        • didntcheck 12 hours ago
          > You do realize that a full kernel vulnerability like this allows you to feed falsified information to SafetyNet?

          Are you sure that's true? The whole reason why modern Safetynet/Play Integrity uses HSM data where possible is that you can't spoof that with root (without a microcode bug). It does not trust the running OS by design

          I just tried GrapheneOS's https://attestation.app/ on a stock Pixel, and all of the OS version info shows in the "hardware verified" section

          • kuschku 10 hours ago
            There's a lot of confusion around attestation, some of which is IMO done intentionally.

            First there is Android's attestation framework. That does actual hardware attestation, as used by GrapheneOS, and supported by literally no app whatsoever.

            Then there is SafetyNet, now Play Integrity. Depending on what level of integrity checking is being done, this will do a combination of cursory surface-level software checks, delegation to the aforementioned hardware attestation framework, and several other checks.

            Importantly, SafetyNet/Play Integrity rejects some devices that pass hardware attestation (e.g., Graphene OS), and accepts some devices that fail hardware attestation (fairphone, many cheaper devices with broken ROMs, etc).

            e.g., fairphone leaked the private key for their attestation, but many of their devices still pass SafetyNet, while some other devices that pass attestation but have known bootloader flaws are blocked by SafetyNet.

            Because this isn't strict cryptographic verification, but a mess of heuristics and guesswork, it's a constant cat and mouse game.

            What Google really achieved here is to make it expensive enough that no casual user can bypass it to e.g. cheat in Pokemon Go, but only a determined attacker has a chance.

            And with "determined attacker" I'm not just talking about states, but even e.g. movie pirates breaking DRM to rip Netflix movies.

            Of course, even full cryptographic attestation isn't perfect, and can be bypassed with enough effort. As shown by the famous iPhone hardware jailbreak, where you drill into the SoC and solder directly to the CPU's internal wiring.

    • jeroenhd 13 hours ago
      selinux doesn't help when the kernel itself has been compromized like this. Sandboxes from Android and containerisation tools like Docker do not protect you against this exploit. The only feasible method of restriction is full virtualisation (assuming that if you use KVM, last week's CVE-2026-53359 patches are rolled out everywhere).

      Any app that can run native code execution on any version of Linux in the past fifteen years can get root until kernel updates arrive on your devices.

  • amatecha 2 days ago
    Daaaaamn: "GhostLock was introduced in Linux 2.6.39 and fixed in Linux 7.1."
  • tangenter 15 hours ago
    Fuck it. I’m exclusively running the book version of minix from now on, neovim be damned. The exploit surface of these kernels is wild.
  • poly2it 13 hours ago
    Is HN bugged? I swear I have read these comments the day prior, there is no way they are from within 10 hours?
    • dang 13 hours ago
      I don't know what "bugged" means but what you're seeing is probably an artifact of HN's re-upping system. We re-upped this thread and that relativized the timestamps on the previously existing comments (https://hn.algolia.com/?dateRange=all&page=0&prefix=true&que...). Sorry for the confusion—I know it's weird but so far no one has come up with an alternative that is less confusing.

      The reason I re-upped this post, btw, is that it was at the top of a list called "underwater" that we try to look at every day, which lists the most-upvoted posts that for whatever reason didn't happen to make the frontpage. This was at the top of that list.

      • poly2it 13 hours ago
        Ah, I didn't know actual post timestamps for comments are updated. That explains it, thank you!
      • philipwhiuk 10 hours ago
        New 'lastSubmission' field for the post item. Show both if they're different. Then just update lastSubmission on re-up?

        Messing with the displayed times people sent their comments is honestly akin to rewriting their answers.

    • tpetry 13 hours ago
      Sometimes similar articles are merged into one. Including the comments.
  • alexjplant 18 hours ago
    > This is the same shape as many other life-cycle bugs [...]

    Claude-ism detected. IME with Claude Code an object does not have a type or definition, apparently, but rather a shape (or at least it reaches for that word before more technically-accurate ones). Problems are not of a similar class or type, but of the same shape. Functions are not defined by their signatures but by their shape. Who talks like this and how did it make its way into the training data so pervasively?

    • dang 17 hours ago
      I think you're probably right that the article was AI-assisted, but (if so) it's important not to confuse that with the thing the article is about. Google wouldn't pay $90k for a hallucination.

      I don't mean that as a criticism—the question of how to receive AI-processed content is chaotic right now. I'm working on a post about that here: https://news.ycombinator.com/item?id=48887149.

      Btw, Nebula Sec is a YC startup in the current batch. We've been working with them on how to launch on HN, and one of the things I've been trying to explain is that the HN audience won't respond well to LLM-generated reports. The underlying work, though, is impressive. These guys know what they're doing—the OP is by no means their only significant find—and the fact that they're doing it with an agent, rather than the traditional way, is significant.

      • cwillu 17 hours ago
        A thing that notably triggers my allergies is that if significant human effort went into something, a few paragraphs written by a human seems like a trivial additional investment; if that last touch is missing, it's really hard for me to extend the benefit of the doubt that there really is something there.

        Obviously this is only one signal among many, one that can be overruled, but the ick remains regardless.

        • dang 16 hours ago
          I agree to an extent, but there are many exceptions, so one can't really withhold the benefit of the doubt.

          For example, non-native English speakers (as is the case with these guys IIRC) frequently use these tools. Maybe they shouldn't—as I've been telling a lot of people who email, mistakes are rapidly becoming a sign of authenticity at this point—but the belief that they need to is widespread, and this doesn't mean they didn't do significant work.

          (Side note: it's a common assumption that machine-translated text is in a different category from LLM-edited text. From what we're seeing, that assumption is unfortunately completely wrong.)

          Another important case is people with disabilities who find these technologies assistive. Again, one can argue that they're increasingly better off just posting their own writing in the raw, but this is a pretty obscure point to get across to people.

          Beyond those cases, a lot of people just don't write easily, and/or don't feel their writing is any good. A lot of them are using LLMs to compensate for that, and this by no means implies that their work is bad. Maybe they just have a phobia about writing and/or don't express themselves well that way.

          People who enjoy writing or are confident writers fail to understand how emotionally fraught writing is for many others.

          Personally I'm down with the "writing is thinking" view, from which it follows that bad writing is bad thinking. But it doesn't follow that "thinking is writing" - that's a much stronger claim, from which it would follow that good thinking is good writing—and this I think is false.

          • sph 16 hours ago
            Non-native speakers have learned and improved their English for decades by trial-and-error, let’s stop using that as an excuse to use LLMs. I have been there, and making mistakes is how one learns to communicate effectively in another language.

            If one doesn’t put effort in their writing, I am not going to put effort to read whatever slop they put out instead. Simple as that.

            • dang 16 hours ago
              What you say implies that people should "learn and improve their English" before posting their work to HN. I'm not with you on that, and here's why: we're trying to optimize for the most-intellectually-interesting site, not the most-English site: https://hn.algolia.com/?dateRange=all&page=0&prefix=true&sor..., even though people do have to post in English here.

              That may sound like too fine a distinction, but it isn't. Here's an example: Show HN: Getting GLM 5.2 running on my slow computer - https://news.ycombinator.com/item?id=48842459, which was the #1 thread on HN a couple days ago (https://news.ycombinator.com/front?day=2026-07-09).

              That user is a non-native English speaker who helped get his posts into a format that HN could appreciate. His work is obviously excellent—the community response was unambiguous. But I don't think it would have made it through without our help.

              I'm sure you weren't saying that if someone can't describe their work in good English then it must be slop, but the space is larger than you make it sound. Which is unfortunate in a way—it would be easier to narrow it down, but then we'd miss posts like that one.

              • cwillu 15 hours ago
                Pie-in-the-sky synthesis: translation is easy these days, so maybe non-english writers can and should just write in their own native language and let the readers provide their own translation. Perhaps English no longer needs to be the lingua anglais of western tech writing :p
              • otterley 15 hours ago
                I don’t buy it, Dan, because non-native English speakers were somehow managing to produce, publicize, and communicate before LLMs did the heavy lifting for them. Perhaps they had human assistance before, but the slop that’s so endemic today reminds us of its value.
                • dang 15 hours ago
                  Not on HN they weren't. Right?
                  • otterley 14 hours ago
                    Non native speakers have been on HN since its inception. Unless you mean something else?
                    • dang 14 hours ago
                      Sorry, I was posting hastily and can see how that was unclear. Unfortunately I've forgotten my point.

                      Perhaps it was this: there are many non-native English speakers who have valuable things to contribute to HN, who don't yet have sufficient English or don't feel they do, and therefore resort to LLMs to do their English for them. Should they automatically be excluded?

                      • girvo 11 hours ago
                        They should be included! But there's a difference between machine translation and technical-writing-using-an-LLM, in my opinion. One has a lot more humanness to it, still.
                      • otterley 6 hours ago
                        You said earlier that we don't allow LLM-generated content on HN itself (i.e., the comments). So, at least in principle, that's already taken care of through exclusion.

                        If you mean the linked content: can come from anyone and anywhere--it's just whatever someone submits and is deemed good enough by The Algorithm to get attention. So that's not "HN content" - the content exists independently of HN. As for that, I'll repeat myself: the scientific community has managed somehow to intercommunicate for centuries despite language barriers before LLMs existed. (English was neither Einstein's nor Madame Curie's first language.) It's an existence proof that LLMs aren't needed to overcome those barriers.

        • clhodapp 15 hours ago
          It frankly doesn't matter how much human effort went into finding the vulnerability, it just matters if it exists, how severe it is, and how easy it is to exploit.
          • titularcomment 12 hours ago
            If an exploit is actually working, human effort is void and the ML has done a great job. However most of the time its hallucinating, confidently talking gibberish in technical lingo. This phenomena is only amplified by those who try to make a quick buck without effort using older models, not reviewing output or prompting properly ('find me bugs in Linux, make no mistakes')
            • etenal 12 hours ago
              There is no if, it works, people have video proof, google confirmed, Linux patched and fixed. And you still believe this is AI gibberish
      • a_t48 15 hours ago
        You should put a note in Find a Cofounder not to do that as well. Huge turnoff for me, though I guess a great filter.
    • marginalia_nu 9 hours ago
      No this is normal programming terminology. Here I am using 'shape' in this sense back in 2021:

      https://www.marginalia.nu/log/40-wasted-resources/

      and even more similar usage again in 2023 'the shape of the algorithm' (which was post-claude I guess, but this was before I even tested any LLM):

      https://www.marginalia.nu/log/87_absurd_success/

    • etenal 16 hours ago
      We apologize for the confusion. We used AI to run final grammar pass and didn't noticed it changed some wording (shape is one of them). Will be more careful in the future
    • treyd 6 hours ago
      I've used phrasing like this from time to time before, like when trying to compare two ideas that are unalike but have some fuzzy similarities. I wouldn't use it to describe functions but "problems", "solutions", and other fuzzy things.
    • sethammons 12 hours ago
      When working in Elixir, everything is about the shape of things. I have now taken that word usage from that ecosystem because I find it useful.
    • dmittman 17 hours ago
      Isn't this just observation bias? "If I haven't encountered something, then it must not be real?" (Paraphrasing)
      • alexjplant 59 minutes ago
        I must confess that I asked a leading question. At no point did I say that the usage wasn't real; by way of dramatic omission I was more pointing to the fact that a common ECMAScript/React-ism is overrepresented in Claude's training set to the point that it's being applied to situations not involving duck-typed languages.

        I'm not a grammatical prescriptivist but I find it viscerally troubling that a bunch of LLM cargo-culted terms are starting to inform how we talk about our work.

    • TurdF3rguson 15 hours ago
      Except that working with Claude has me saying things like shape lately. I think I like it.
    • not-a-llm 15 hours ago
      talking about data and function shapes is quite common in functional programming world

      https://blog.jle.im/entry/functors-to-monads-a-story-of-shap...

  • pseudocoder204 7 hours ago
    [dead]
  • tangsoupgallery 9 hours ago
    [flagged]
  • mixmastamyk 2 days ago
    A what?
    • happymellon 2 days ago
      Use after free?
      • dang 18 hours ago
        Thanks! I've put that in the toptext now.
        • raldi 16 hours ago
          I don't actually see that change, unless I misunderstand the meaning of toptext.
    • teo_zero 2 days ago
      I'm glad someone else asked. :)

      It's not so widely used and it's not explained in the first couple screenfuls of TFA (which by itself is weirdly structured, taking entire paragraphs to explain when it was introduced, when it was discovered, etc. before even explaining what it actually is).

      Of course the title was chosen when the article was first published on a site dedicated to security, where probably everyone knows it. This suggests that insisting on unmodified titles when republishing in HN is a poor rule.

      • lkirkwood 2 days ago
        Not that everyone should know it but it's definitely widely used. A Google search for "stack UAF" also turns it up.
    • didntcheck 11 hours ago
      Unidentified Aerial Fenomenom
  • bitwize 13 hours ago
    "Nothing could have prevented this from happening," say users of only language where this happens
    • inigyou 7 hours ago
      Not true, it can also occur in C++, Zig, and assembly language.
      • uecker 4 hours ago
        Or Rust, when not sticking exclusively to safe Rust, but this is not really possible in many systems programming scenarious.
  • Uptrenda 18 hours ago
    Has anyone in infosec ever seen the term "use after free" before LLMs? Or is this basically an acronym claude invented? I say this because I see claude use this term all the time like its common knowledge but in 15+ years in tech never seen it myself. I've seen all kinds of terms used to describe memory errors: memory corruption, heap corruption, stack corruption, whatever, just never this acronym.
    • mirashii 18 hours ago
      This is and has been a common term in any systems programming concept for decades. You can, for example, search CVEs and easily find some from over 15 years ago: https://www.cve.org/CVERecord?id=CVE-2010-1119

      It was even enumerated in the first pass of CWE as CWE-416 in 2006.

    • michaellee8 18 hours ago
      if you have spend any amount of time in low level c vulnerabilities you will have heard about it, it is a very common time on the low level/cybersec space.
    • LPisGood 18 hours ago
      Yes, it was a common attack vector in binary exploitation. Heap based attack vector like use after free, double free, heap overflows, and others are pretty neat. They force you to learn a lot about how malloc works.

      There is a lot of cool work that went into making memory allocation work well; the different arenas, fast bins, chunk headers, etc. are super cool.

    • mdkotlik 18 hours ago
      yes, it’s a very common term in infosec. I haven’t heard the “UAF” acronym before though
      • smcameron 15 hours ago
        I've heard of use after free, but I've only heard UAF to mean Ukraine Armed Forces.
    • paulv 18 hours ago
      It has been a known bug class for quite some time.
    • atoav 17 hours ago
      Huh? That is a really common term. There have been even memes about it. I remember roughly 5 years ago I first heard the ironic; "Real men use after free" in a discussion about Rust's benefits as its borrowing checker would have also prevented this one.

      "Use after free" is also described in most standard books about C as a thing you should never do, have you read one?

    • asveikau 18 hours ago
      I haven't really seen it as an acronym "UAF", but I can't recall the first time I heard "use after free". It was probably in the previous century.

      The idea that Claude came up with it is ridiculous.

    • Klonoar 18 hours ago
    • abofh 18 hours ago
      [flagged]
      • dang 17 hours ago
        Please don't be snarky or cross into putdowns or personal attack. We're all in (let's call it) the unlucky 10,000 about something. About most things actually.

        https://news.ycombinator.com/newsguidelines.html

        • abofh 16 hours ago
          To an extent that's fair, but you do understand that "ive not heard of a vulnerability older than me" begs credulity? Especially with the fifteen years experience comment? I'm all for not being snarky (I'm not), but this was bait
      • LastTrain 18 hours ago
        There is an interesting episode of This American Life about how everyone, everyone, has weird gaps in their knowledge that eventually get filled in sometimes fun or humiliating ways. You have these too.
        • dang 17 hours ago
          Wow, what is that episode? I haven't listened to TAL in probably more than a decade but it was great for a long time, and for all I know still is.
          • LastTrain 17 hours ago
            "A Little Bit of Knowledge"
      • defrost 17 hours ago
        I can see that you're old and that I'm older, but I fail to see the justification for being snarky about that.

          Please don't sneer, including at the rest of the community.
        
        ~ https://news.ycombinator.com/newsguidelines.html
        • abofh 17 hours ago
          [flagged]
          • defrost 17 hours ago
            And a wrong justifies a wrong?

            These are the times we make.

            • abofh 17 hours ago
              [flagged]
      • Uptrenda 18 hours ago
        [flagged]
  • KasianFranks 15 hours ago
    So has the church of the subgenius.
  • KnockOutEZ 15 hours ago
    Damn
  • 0xbadcafebee 14 hours ago
    Do we really need infosec companies now that a skid with claude can find decades-old kernel privesc over a weekend?

    Also can we talk about how bad Linux security is? At this point it's becoming a real liability to run anything on Linux that needs to be secure. OpenBSD has been around for ages, is written in C, and is really, really secure. Do they support containers yet (or microVMs)? Cuz if they do, I'm moving my workloads to obsd.

    • titularcomment 12 hours ago
      OpenBSD is the Linux of a decade or two ago, not attracting attention and not being compatible or useful for quite a lot of stuff.
      • NexRebular 6 hours ago
        Not counting GPU compute, what exactly is OpenBSD not useful for?
        • titularcomment 6 hours ago
          Personal laptop use with Ada Lovelace or Ampere family NVIDIA GPUs (did you mean this or CUDA, i couldnt tell), personal desktop use with unusual peripherals, dependency on ports, existence and competition of FreeBSD etc. I love OpenBSD's code philosophy (they were the first to introduce a lot of security techniques[1]) and the programs they produce, OpenSSH is a lifesaver, and I use doas for its low footprint on my Linux machine. Still, they have a convulated install process, dubious hardware and software compatibility that is better solved in the Linux world today.

          [1]: https://www.openbsd.org/innovations.html

          • NexRebular 2 hours ago
            So pretty much only GPU compute (CUDA) and exotic peripherals?

            I don't see any ports dependency issues as there's been binary packages available forever. Even the install process is a lot faster than any linux I have to use at $work, not to mention easier to automate with autoinstall[0] if needed.

            [0]https://man.openbsd.org/autoinstall.8

    • NexRebular 6 hours ago
      Try illumos with zones. We run all critical services on SmartOS nowadays. Even linux bhyve VMs get confined inside a zone.
      • cyphar 4 hours ago
        If there was a similar class of bug in the illumos kernel, it would also allow for a container escape, no?

        There are many issues with the formulation of containers on Linux (though I think people overstate it whenever bugs like this happen) but ultimately this bug was a UAF that gave you arbitrary code execution in the kernel. Zone IDs are also just numbers in kernel memory... right?

    • inigyou 9 hours ago
      Why didn't you find it with claude over a weekend?
    • close04 13 hours ago
      > Do we really need infosec companies now that a skid with claude can find decades-old kernel privesc over a weekend?

      Why are you not making easy money hand over fist from these rewards? A couple of weekends of work and you can retire early.

      Maybe that's exactly what these infosec companies are. And maybe you need more than "a skid with claude over a weekend" to get anything worthwhile.

    • _def 12 hours ago
      > and is really, really secure

      ... until its getting popular usage and gets targeted for vulnerability research

    • asimovDev 12 hours ago
      TIL OpenBSD doesn't have jails