{"type": "article", "title": "Beyond Static Guarantees: Measuring the Static-Pass Dynamic-Fail Gap in Security-Sensitive and LLM-Generated Python Code", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-static-guarantees-measuring-the-static-pass-dynamic-fail-gap-in-security", "original_source": "https://www.machinebrief.com/news/beyond-static-guarantees-measuring-the-static-pass-dynamic-f-3b6y", "published": "2026-09-12T04:00:00+00:00", "accessed": "2026-09-12", "id": "beyond-static-guarantees-measuring-the-static-pass-dynamic-fail-gap-in-security"}