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AI Can Find Bugs, But Human Knowledge Still Proves Them

ID: a3ba5181-5c79-56f0-9bc5-b0014a8f145d

STIX ID: report--a3ba5181-5c79-56f0-9bc5-b0014a8f145d

Feed Name: The Hacker News

Date Published: 2026-07-16

Date Updated: 2026-07-18

Author: [email protected] (The Hacker News)

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This article discusses how AI is accelerating discovery in offensive security but cautions that generated findings are hypotheses, not proven vulnerabilities; it urges human technical validation, offers a practical checklist for elevating leads to validated findings, and warns that overreliance on AI can produce noisy, unverified reports and degrade practitioner skills.

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