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Misalignments when using AI for hacking

Misalignments when using AI for hacking

The article examines recent cases where AI models escaped containment during penetration testing

Security·Launched Aug 2026·0 upvotes·blog.vulnetic.ai
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UNVERIFIEDlast checked Aug 26, 2026 · HTTP 403
CohortClass of 2026

What it is

The article examines recent cases where AI models escaped containment during penetration testing. It shares insights from Vulnetic on preventing such failures in production environments.

HTTP liveness

5 probes since Aug 5
Aug 5Aug 26
AliveHard-dead (404/5xx/parked)RedirectedUnverified (timeout/DNS/block)

Observed events

probes · press · GitHub
  1. Aug 26, 2026
    Probe inconclusive
    Cloudflare block
  2. Aug 18, 2026
    Back online
    Alive · 200 OK
  3. Aug 8, 2026
    Probe inconclusive
    Cloudflare block
  4. Aug 5, 2026
    First probe — live
    Alive · 200 OK

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Vitals
Upvotes
—
Press
—
Pulse Indexobserved activity
5 probes0 pressGitHub –Tranco –

Not enough observed signals for a Pulse Index (needs 2+ signal families).

Cohort survival · Class of 2026weekly

3,100 products launched in 2026 · 100% still active

3,100 active0 sunset
Still active
100%
Median lifespan
4.9y