Unverified50% confidenceOpinionExact time
Chuvakin believes treating CVEs as units of work rather than identifier strings is the root cause of many failing vulnerability management programs.
1
Sources
50%
Confidence
Long-term
Relevance
10/26/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedRCE usually stems from deserialization flaws, improper use of eval-like functions, file inclusion vulnerabilities, or missing bounds checks in extension modules.64% similarUnverifiedPrompt injection, jailbreaking, and data poisoning differ significantly from traditional software vulnerabilities (such as buffer overflows and SQL injection) in their causes and exploitability: they often have no stable patch boundaries, the same prompt behaves differently across model versions, and they are difficult to fully describe using the traditional CVE numbering system.63% similarUnverified代码行数（LoC）在软件工程界早已被证明是一个失真指标，优秀的重构往往以删减代码为目标62% similarUnverifiedA vulnerability report rich in context is far more valuable than CVE numbers output by scanners, because it explains why something breaks and how to fundamentally prevent it.62% similarUnverifiedIgnoring the human inspection gate step is often one of the main reasons for the failure of software factory practices.60% similar
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