Patterns first documented by AlephOneNull (2024) were subsequently formalized by MITRE ATLAS (Oct 2025), OWASP GenAI (2025), and Microsoft Security Research (Feb 2026).
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INDUSTRY CATCHES UP
LEAD TIME
12–20 months
ahead of industry formalization across all documented patterns
ALEPH¹∅ ADVERSARIAL AI COGNITION EVALUATION FRAMEWORKalephonenull.com
