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M9E2: Prompt Injection and OSINT Poisoning in Practice

M11E2: Legal, Ethical, and Policy Boundaries in AI-Augmented OSINT

M11E1: The AI-Enabled Analytic Team and How to Build It

M10E2: Evaluating AI-Augmented Analysis: A Practical Framework

M12E2: Personal and Institutional Roadmaps

M12E1: Enduring Principles in a Changed Landscape

Intelligence Analysis in the Age of AI — Course Index

M12E3: AI Geopolitics and the Chinese Frontier

M1E2: AlexNet to GPT-4: The Deep Learning Renaissance and Scaling Arc

M1E1: From Turing to the First AI Winter: Promises and Limits of Symbolic AI

M3E1: Attention Mechanisms: Self-Attention, Multi-Head, and What Transformers Actually Compute

M2E2: Pretraining vs. Fine-Tuning: The Paradigm Shift That Defines Modern AI