{"type": "article", "title": "Stratagems #16: Mark Left a Hole in His AI Audit. Lena Counted Every Layer.", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/stratagems-16-mark-left-a-hole-in-his-ai-audit-lena-counted-every-layer", "original_source": "https://dev.to/xulingfeng/stratagems-16-mark-left-a-hole-in-his-ai-audit-lena-counted-every-layer-2l7p", "published": "2026-07-17T01:09:52+00:00", "accessed": "2026-07-17", "id": "stratagems-16-mark-left-a-hole-in-his-ai-audit-lena-counted-every-layer"}