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112 or 22 to 2: Who Moved the Vulnerability Cheese?

ID: 558799f0-1bae-5619-8af9-29b85f551424

STIX ID: report--558799f0-1bae-5619-8af9-29b85f551424

Feed Name: Security Boulevard

Date Published: 2026-03-09

Date Updated: 2026-04-22

Author: Alan Shimel

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This article examines how AI tools are dramatically increasing the volume of potential vulnerability findings—illustrated by Anthropic’s audit of Firefox that flagged 112 possible bugs (22 confirmed, 2 exploitable)—and argues the primary security challenge is shifting from discovery to validation, prioritization, and remediation as automated discovery becomes cheap and constant.

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