But on the other hand, Claude might introduce more vulnerability than it discovered.
Code review is the real deal for these models. This area seems largely underappreciated to me. Especially for things like C++, where static analysis tools have traditionally generated too many false positives to be useful, the LLMs seem especially good. I'm no black hat but have found similarly old bugs at my own place. Even if shit is hallucinated half the time, it still pays off when it finds that really nasty bug.…
Claude Code Found a Linux Vulnerability Hidden for 23 Years
21–30 of 303 posts
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#22Time to update that:
"given 1 million tokens context window, all bugs are shallow"
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#23Earlier quoted context omitted.
Tokens are insanely cheap at the moment. Through OpenRouter a message to Sonnet costs about $0.001 cents or using Devstral 2512 it's about $0.0001. An extended coding session/feature expansion will cost me about $5 in credits. Split up your codebase so you don't have to feed all of it into the LLM at once and it's a very reasonable.
You’d have to ignore the massive investor ROI expectations or somehow have no capability to look past “at the moment”.
In order to justify higher prices the SotA needs to have way higher capabilities than the competition (hence justifying the price) and at the same time the competition needs to be way below a certain threshold. Once that threshold becomes "good enough for task x", the higher price doesn't make sense anymore.
While there is some provider retention today, it will be harder to have once everyone offers kinda sorta the same capabilities. Changing an API provider might even be transparent for most users and they wouldn't care.
If you want to have an idea about token prices today you can check the median for serving open models on openrouter or similar platforms. You'll get a "napkin math" estimate for what it costs to serve a model of a certain size today. As long as models don't go oom higher than today's largest models, API pricing seems in line with a modest profit (so it shouldn't be subsidised, and it should drop with tech progress). Another benefit for open models is that once they're released, that capability remains there. The models can't get "worse".
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#24It was Opus 4.6 (the model). You could discover this with some other coding agent harness.
The other thing that bugs me and frankly I don't have the time to try it out myself, is that they did not compare to see if the same bug would have been found with GPT 5.4 or perhaps even an open source model.
Without that, and for the reasons I posted above, while I am sure this is not the intention, the post reads like an ad for claude code.
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#25Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#26The title is a little misleading. It was Opus 4.6 (the model). You could discover this with some other coding agent harness. The other thing that bugs me and frankly I don't have the time to try it out myself, is that they did not compare to see if the same bug would have been found with GPT 5.4 or perhaps even an open source model. Without that, and for the reasons I posted above, while I am sure this is not the int…
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#27No, the problem is sorting out thousands of false positives from claude code's reports. 5 out of 1000+ reports to be valid is statistically worse than running a fuzzer on the codebase.
Just sayin'
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#28> "given enough eyeballs, all bugs are shallow" Time to update that: "given 1 million tokens context window, all bugs are shallow"
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#29> Nicholas has found hundreds more potential bugs in the Linux kernel, but the bottleneck to fixing them is the manual step of humans sorting through all of Claude’s findings No, the problem is sorting out thousands of false positives from claude code's reports. 5 out of 1000+ reports to be valid is statistically worse than running a fuzzer on the codebase. Just sayin'
Re: Claude Code Found a Linux Vulnerability Hidden for 23 Years
#30> "given enough eyeballs, all bugs are shallow" Time to update that: "given 1 million tokens context window, all bugs are shallow"
..and three months to review the false positives
Running LLM on 1000 functions produces 10000 reports (these numbers are accurate because I just generated them) — of course only the lottery winners who pulled the actually correct report from the bag will write an article in Evening Post