CVE is a ticker tracked in our intelligence system with 5 linked articles.
Don't disable asserts in production; Zig's build modes and runtime checks trade safety for performance, and you should fix wrong asserts rather than mask them.
Five frontier LLMs were tested on 20 real CVEs across three prompt types; no model reliably fixes vulnerabilities, with a best 50% solve rate and significant cross-family differences; token cost varies up to ~4x by model, and locate prompts are the hardest test of genuine security reasoning.
FuzzingBrain V2 is a multi-agent LLM system that automates vulnerability discovery and reproduction, reporting 90% detection on a standard dataset and 29 zero-day findings across 12 open-source projects, with 2 CVEs assigned.
Anthropic’s Mythos scanned curl and surfaced one confirmed, low-severity vulnerability (to be published as CVE with curl 8.21.0), but overall the founder claims hype outpaced measurable impact; curl remains highly scrutinized with large-scale usage.
Firefox deployed an AI-assisted hardening pipeline using Claude Mythos Preview, surfacing hundreds of security bugs (271 via Mythos, 423 total fixed in April) and tying fixes to CVEs while outlining a scalable workflow and CI integration.
Mozilla says Mythos identified 271 Firefox vulnerabilities in two months with almost no false positives, aided by a custom harness and model improvements.
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