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Add adversarial duals combined documentation
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# Adversarial Duals: Anti-FAMM and Anti-BraidStorm
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## Purpose
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Register the adversarial dual layer for the project.
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```text
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Anti-FAMM = attacks witness completeness and scar classification
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Anti-BraidStorm = attacks crossing validity and survivor convergence
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```
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They are not separate enemy systems. They are Warden-facing adversarial tools.
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## Why they exist
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Without Anti-FAMM:
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```text
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FAMM might only record the failures it is already designed to see.
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```
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Without Anti-BraidStorm:
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```text
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BraidStorm might promote hypotheses that survive friendly crossings but fail hostile geometry.
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```
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With both:
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```text
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survivors must survive hostile geometry.
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```
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## Combined promotion loop
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```text
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candidate route
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→ FAMM score
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→ BraidStorm crossing
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→ Judge receipt
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→ Anti-FAMM shadow attack
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→ Anti-BraidStorm crossing attack
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→ Warden decision
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→ promote / scar / coarsen / reject
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```
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## Relationship to other gates
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| Gate | Role in adversarial layer |
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|---|---|
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| Shadow Control Gap Map | finds where witness control fails |
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| Sidon Crossing Anti-Alias | catches pair-address / receipt aliasing |
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| Golden Braid Centering | catches unstable or anisotropic strand collapse |
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| Plasma Chiral Drag Witness | checks signed torsion/chirality residuals |
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| Feynman Path Shadow Witness | treats non-surviving histories as cancellation evidence |
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| Builder-Judge-Warden | decides promotion, scar, coarsening, or rejection |
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## Warden decision classes
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```text
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ALLOW_PROMOTION_CANDIDATE
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BLOCK_OR_REOPEN_ROUTE
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SCAR_AND_COARSEN
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REQUIRE_NEW_WITNESS_CHANNEL
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REJECT_FALSE_SURVIVOR
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```
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## Project sentence
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Anti-FAMM and Anti-BraidStorm are the adversarial duals of the stack: Anti-FAMM searches for invisible residuals and false scars in the witness projection, while Anti-BraidStorm generates hostile crossing histories to expose false convergence, aliasing, wrong-handed recombination, and receipt drift. Survivors are only promoted after they withstand both.
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