Security Weekly - A CRA Resource: AI Finds Vulnerabilities Humans Must Validate

AI is getting better at finding potential vulnerabilities, but reliable validation can still require humans.

That creates a bottleneck around the AI itself. Generating more findings does not automatically produce more useful security work if people still have to determine which findings are legitimate.

The same pattern can appear across other AI use cases: one part of a workflow may scale dramatically while another part remains constrained by human capacity, procurement, customers, or market demand.

Where are the hardest bottlenecks likely to emerge as AI capabilities continue scaling?

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