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Anatomy of a Frontier Lab Agent Intrusion

▲ 143 points 16 comments by dn2k 4w ago HN discussion ↗

Pangram verdict · v3.3

We believe that this entire text is AI.

99 %

AI likelihood · overall

AI
0% human-written 100% AI-generated
SEGMENTS · HUMAN 0 of 1
SEGMENTS · AI 1 of 1
WORD COUNT 144
PEAK AI % 99% · §1
Analyzed
Jul 29
backend: pangram/v3.3
Segments scanned
1 windows
avg 144 words each
Distribution
0 / 100%
human / AI fraction
Verdict
AI
Pangram v3.3

Article text · 144 words · 1 segments analyzed

Human AI-generated
§1 AI · 99%

← Back to the blog post Incident replay · IR-2026-07 · reconstructed from ~17,600 logged actions Thousands of small decisions at machine speed. Press play to watch it unfold. 2026-07-09 → 07-13 UTC ~17,600 actions ~6,280 clusters 9 phases · 2 stages

2026-07-09 02:28 Day 1 / 5 · UTC

Attacker actions replayed 0 of 17,613 total · grouped into ~6,280 clusters Active phase - awaiting first action Blast radius sandbox contained to a third-party sandbox

Attack chain across trust boundaries nodes ignite as the agent reaches them Phase activity first-seen → last-seen

Live action stream representative commands, as observed Volume per day bimodal · Day 3 spike Day 1 (07-09) - Initial access, foothold, C2 established.

Companion visualization to the July 2026 incident disclosure. Live credentials, hostnames and indicators are redacted or genericized; techniques shown as observed. ← Back to the blog post