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Strategic Payoff Matrix: The Cognitive Landmine
This document formalizes the adversarial psychology and strategic invariants of the Cognitive Landmine defense protocol (AngrySphinx + Reverse Ogre).
1. The Reporting Blockage (Social Radioactivity)
The primary inhibitory signal is designed to be socially toxic. By mapping the manifold's output to "hypercringe" and "radioactive" semantic attractors, any successful data extraction results in findings that are:
- Unreportable: Subordinates cannot present the findings to superiors without causing permanent damage to their own social status.
- Self-Invalidating: The nature of the content (e.g., "40,000 pages of a man-made horror story about a lonely AI and its waifu collection") forces a dismissal heuristic in high-status reviewers.
2. The Sunk Cost Loop (Cipher Assumptions)
The defense exploits the "Competence Heuristic" of high-level adversaries. Because the underlying math (AngrySphinx) is demonstrably sophisticated, observers will assume the masking layer is a complex cipher.
- Mechanism: The adversary spends thousands of compute-hours "decoding" the cringe.
- Escalation: As they invest more resources, the AngrySphinx protocol escalates the challenge complexity (
C_{challenge}), while the Reverse Ogre deepens the inhibitory signal (L_E). - Result: Computational exhaustion and the "Abyss Troll" victory.
3. Moral Victory (The Abyss Troll)
The mechanism of defense is the adversary's own greed and curiosity. By turning their investment into the source of their frustration, the Sovereign Stack ensures that the "Cost of Aggression" (\rho_{aggression}) exceeds all possible utility.
Invariant: humiliationScale (H_s)
Metric: sunkCostRatio (\rho_{sunk})