~/talk

Trusting AI with Code: How Secure is AI-written code?

Talkat NDC Security 2026 · 2026-03-02..03-05· [security, ai-assisted-development]
slides:none on file

97% of developers use AI code helpers and experiments find about 40% of generated apps contain known vulnerabilities, with 20% of orgs reporting serious incidents and 69% of CSOs seeing AI-linked problems. GPT-5 narrows the gap between default and “make it secure” prompts but hallucinated or out‑of‑date dependencies (training cutoff Aug 2025) and supply‑chain malware explode risk — one NPM compromise reaches massive exposure in 4.5 hours. An open‑source scanner called Intel built on open grep is used to triage and classify likely malware.

AI-written summary · about

  1. 0:00AI code security intro
  2. 1:10Real incidents with AI code
  3. 2:13Testing AI code security
  4. 3:36Secure prompts impact
  5. 4:39AI and software supply risks
  6. 6:27Malware speed in AI chains
  7. 9:17AI for non-deterministic threats
  8. 10:43Rethinking security tools
  9. 11:26Closing remarks
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