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docs(D-CFA-3): ARM discovery × counterfactual effects × higher-order logic oracles - #1816

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Oct 28, 2026
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Research question

How much does versioned counterfactual evidence improve ARM-derived behavioral dependency learning over simple co-activation, and can Datafrog/MORK/RelAlg be used as existing logical/differential analysis arms?

Adds only: cfa-3-arm-logic.md with 12 independent falsifiers, evidence-grade separation, hyperedges, root independence, and matched baseline comparisons. Leverages #1313 and #1359 instead of introducing a new learner or counting engine.

Stack: base CFA-2 draft branch; docs only, no tests executed, no law admission or source mutations.

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@AdaWorldAPI
AdaWorldAPI force-pushed the docs/cfa-02-ablation-20261027 branch 2 times, most recently from 04325d0 to ef63cb9 Compare October 27, 2026 11:51
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@AdaWorldAPI
AdaWorldAPI changed the base branch from docs/cfa-02-ablation-20261027 to main October 28, 2026 01:10
@AdaWorldAPI
AdaWorldAPI merged commit 9553d17 into main Oct 28, 2026
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