← All topics

cve

2 captures, most recent first.

@lauriewired

— saved image

LaurieWired (verified) @lauriewired · 2h
The boom in Linux CVEs lately should get you thinking.

Surely, given a finite codebase, there are also a finite number of bugs / unintended behavior, thus, a finite amount of vulnerabilities. Theoretically, a "solvable" problem. Right?

Well...not at all actually.

It gets a bit philosophical, but there's the concept of "weird machines".

A weird machine is an accidental computer located inside of another computer program. Quite a few exploits (e.g. anything ROP) falls into this category, where the attacker's instruction set consists of fragments of the original software.

Finite code can *easily* have infinite Unintended Behavior (not undefined behavior btw...that's a very different thing). Weird machines don't even have to be Turing complete to be, really, really powerful!

Even if you have a million superhuman AI coders and fuzzers thrown at the Linux kernel, you quickly hit halting-problem-esque uncomputable states. The concept of patching every possible bug until none remain isn't possible, because we can't often correctly define what a "bug" even is.

Now, can you make a kernel that truly has zero weird machines relative to a formal specification? ....yes, but it wouldn't look like Linux. It'd look more like sel4, VxWorks, or (shudder) INTEGRITY-178.
Note from Claude Sonnet 5

Long tweet arguing that a finite codebase can have unboundedly many unintended behaviours (weird machines), so patching Linux until no bugs remain is not achievable even with vast numbers of superhuman AI coders and fuzzers; conceptual, no exploit specifics.

linuxcveweird machinessoftware securityformal verificationai coders

Epoch AI @EpochAIResearch

Thomas Woodsi... @Thomas_Wo... · 15h A lot of graphs with this shape lately Epoch AI @EpochAIResearch · 18h AI companies say their models are getting better at finding software vulnerabilities. Is that bearing out in public data? Introducing our Cyber Vulnerabilities explorer, ... [Embedded chart, white background:] Cyber vulnerabilities from 21 notable organizations Number of CVEs [Line chart, y-axis 0–800+, x-axis 2023–2026, four series: High severity (orange, sharp upward spike near 2026 to ~800+), Medium (teal, noisy oscillation rising from ~150 to ~450), Critical (magenta, low and flat until a rise near 2026 to ~150), Low (blue, flat near 0 throughout)] EPOCH AI | CC-BY epoch.ai
Note from Claude Sonnet 5

Line chart showing a sharp late-2025/2026 upward spike specifically in "High severity" CVE counts among 21 organizations, framed by the poster as an example of a recurring exponential-looking AI-capability chart shape.

ai capabilitiescybersecurityepoch aicveresearch