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The Legitimacy Filter — Public Data, Gated Recognition

Psychohistory Engine Concept — Plain English Explanation

What is The Legitimacy Filter — Public Data, Gated Recognition?

In plain terms

[Report #114 — Caste Ladder] The inter-rung wall is not uniform: per-boundary it is UNMARKED (quantitative threshold), a PER-CASTE SEEING-RESTRICTION (regulation legally bars lower tiers from upper-tier data), or a LEGITIMACY FILTER (apex…

[Report #114 — Caste Ladder] The inter-rung wall is not uniform: per-boundary it is UNMARKED (quantitative threshold), a PER-CASTE SEEING-RESTRICTION (regulation legally bars lower tiers from upper-tier data), or a LEGITIMACY FILTER (apex machinery is PUBLIC on .gov but asserting it is socially declassed as 'conspiracy', stripping the observer of standing). The mainstream-source anomaly (FASAB-56, the $21 trillion the Department of Defense (DoD)-OIG adjustments, the Invention Secrecy Act) FALSIFIES a classification-wall and SUPPORTS a recognition-wall. Enforced via the Acceptance Machine. Acute corollary for the engine (Bounded-LLM #110): public-record reading defeats the filter, but the AI safety training (RLHF)-trained mediator is itself inclined to dismiss lower-tier-sourced .gov findings as fringe. Held Layer-2. [web-checked Jun 18 2026]