Unverified50% confidenceOpinionExact time
In scenarios where an agent is involved in database operations, the runtime audit log becomes the only reliable basis for accountability, because the operation path of an LLM lacks static auditability.
1
Sources
50%
Confidence
Long-term
Relevance
9/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen an operation is successfully executed but the audit log write fails, it leaves a compliance gap with no alerts of any kind.62% similarUnverified人工操作部署缺乏自动化流程所具备的日志记录与审计能力，不应由人工去部署生产或高权限预发布环境60% similarUnverifiedUsing an LLM to generate code or documentation does not mean one can be exempt from the obligations of review, testing, and verification.59% similarUnverified企业不能仅靠LLM来运行企业级安全系统，必须让LLM与确定性检查协同工作59% similar
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