What these articles never say is how many hallucinated bugs the LLM found that either weren't real or were actually exploitable. The LLM didn't find these with any confidence it highlighted areas of interest that actual security researchers then needed to investigate and confirm or rule out.
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The term 0-day vulnerability in security has a specific meaning. It means that it was not found by security researchers and is instead being actively exploited on the day that it's discovered. I'm pretty sure none of these by definition or zero days
What the fuck is a zero day in the context of ffmpeg?
Its not like its a system service that you can get ingress through..
"AI found 21 bugs in massive video project" sounds like junior developer shit hungry to get some shit on their resume.
Even if it wasn't AI slop, this wouldn't be impressive.
My understanding is that ffmpeg is the bedrock that all video streaming services use. I'm suspicious it's a bigger deal than you think
From the article
Most are heap or stack overflows in parsers and demuxers, spanning components from the TS demuxer to the VP9 decoder. depthfirst says some already carry CVE identifiers; its writeup lists nine, CVE-2026-39210 through CVE-2026-39218, and notes the rest are fixed but not yet numbered. It also published a PoC.
Its not like its a system service that you can get ingress through..
With a competently crafted payload, you could perhaps get in via someone's transcoding pipeline.
Does nobody isolate ffmpeg and friends from their application?
I can't imagine you'd have much fun breaking into a container that terminates the moment the original ffmpeg stops, or over-runs its max execution time..
Container escapes do exist, and they have shared kernel with the host
Sure, you'd need a second exploit to escalate from there.
ffmpeg is expected to run for extended periods of time, given its use in transcoding.
I imagine there are many web services around the world which use ffmpeg to handle user submitted content.
Tell me you know nothing about the intricacies of media playback (especially hardware accelerated), without telling me...
FFMPEG in the command line generally has permission to access the entire non-sudo filesystem and delete files.
Discovering bugs is not "AI slop".
That term refers to something the AI made. This is just product testing, where a real human then fixes it as intended.
Many moderate to large open source projects are effectively being ddosed by vibe coders submitting hallucinated and non-issue bug reports solely because claude or copilot said so. Those reports are absolutely slop, no different from anything else generative ai platforms shit out.
But sure, go off on how this particular kind of output from an LLM is somehow different from rest.
Edit: fixed a typo
Indeed. AI agents cannot "discover" zero days, they can only discover vulnerabilities. The humans can create zero days by reporting the vulnerability in the media without disclosing it properly.
"Chrome's record landed after Google overhauled its bounty program to cope with a flood of AI-generated reports."
How did they change it?
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