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AI GlossaryㅈSafety and controversy

Automated Security Scanning

A process where a program, not a human, automatically scans externally created software to filter out dangerous code.

In plain words

Automated security scanning is a process where, instead of having a person read through someone else's program or extension line by line, a computer automatically scans it to check whether any dangerous code is hiding inside. It's similar to how airport security uses an X-ray machine to quickly scan bags instead of having someone open and search each one by hand.

This kind of automated check can process far more submissions, far faster, than a human review ever could. That's why many services that host and distribute extensions made by different users often require submissions to pass this kind of scan before they can be listed. That said, automated scanning has its limits too — it can only catch predefined dangerous patterns, so it can't catch everything a careful human code review would.

How it shows up in the news

The article reports that Anthropic said all listings in the community plugin directory were "submitted through claude.ai and passed automated security scanning." What's easy to misread here is that this phrase doesn't mean a human actually read and approved the code. The directory itself is read-only, and the actual listing and review process is handled automatically by Anthropic's internal pipeline.

See also

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