That said, given how things are I wouldn't be surprised if you could let Claude or similar have a go at the source code of the kernel or core services, armed with some VMs for the try-fail iteration, and get it pumping out CVEs.
If not now, then surely not in a too distant future.
[1]: https://www.freebsd.org/security/advisories/FreeBSD-SA-26:08...
https://www.youtube.com/watch?v=1sd26pWhfmg
Claude is already able to find CVEs on expert level.
The chance this is completly fabricated though is very low and its an highly interesting signal to many others.
There was also a really good AI CTF Talk at 39c3 hacker conference just 4 month ago.
For this kind of fuzzing llms are not bad.
Claude was used to find the bug in the first place though. That CVE write-up happened because of Claude, so while there are some very talented humans in the loop, Claude is quite involved with the whole process.
Do you have a link to that? A rather important piece of context.
Wasn't trying to downplay this submission the way, the main point still stands:
But finding a bug and exploiting it are very different things. Exploit development requires understanding OS internals, crafting ROP chains, managing memory layouts, debugging crashes, and adapting when things go wrong. This has long been considered the frontier that only humans can cross.
Each new AI capability is usually met with “AI can do Y, but only humans can do X.” Well, for X = exploit development, that line just moved.
It was a quote from your own link from the initial post?
https://www.freebsd.org/security/advisories/FreeBSD-SA-26:08...
> Credits: Nicholas Carlini using Claude, Anthropic
Would have been interesting with a write-up of that, to see just what Claude was used for.
https://www.youtube.com/watch?v=1sd26pWhfmg
https://securitycryptographywhatever.com/2026/03/25/ai-bug-f...
It pretty much is just "Claude find me an exploitable 0-day" in a loop.
FreeBSD kernel is written in C right?
AI bots will trivially find CVEs.
https://www.youtube.com/watch?v=1sd26pWhfmg
Looks like LLMs are getting good at finding and exploiting these.
A theoretical random tweet and a clear demonstration are two different things.
What about FreeBSD 15.x then? I didn't see anything in the release notes or the mitigations(7) man page about KASLR. Is it being worked on?
NetBSD apparently has it: https://wiki.netbsd.org/security/kaslr/
[kmiles@peter ~]$ cat /etc/os-release
NAME=FreeBSD
VERSION="13.3-RELEASE-p4"
VERSION_ID="13.3"
ID=freebsd
ANSI_COLOR="0;31"
PRETTY_NAME="FreeBSD 13.3-RELEASE-p4"
CPE_NAME="cpe:/o:freebsd:freebsd:13.3"
HOME_URL="https://FreeBSD.org/"
BUG_REPORT_URL="https://bugs.FreeBSD.org/"
[kmiles@peter ~]$ sysctl kern.elf64.aslr.enable
kern.elf64.aslr.enable: 1
Here's what I'm referring to: https://github.com/califio/publications/blob/7ed77d11b21db80...
> Attack surface: NFS server with kgssapi.ko loaded (port 2049/TCP)
Not sure who would run an internet exposed NFS server. Shodan would know.