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| /* | |
| * nand_filter.c — Stage 8: NAND Filter | |
| * | |
| * Resolves conflicts between active experts using Boolean logic. | |
| * | |
| * Core principle: NAND is functionally complete. Any Boolean predicate | |
| * can be built from NAND alone. By using NAND for all conflict resolution, | |
| * we minimize the trusted verification base. | |
| * | |
| * Truth table: | |
| * NAND(0, 0) = 1 | |
| * NAND(0, 1) = 1 | |
| * NAND(1, 0) = 1 | |
| * NAND(1, 1) = 0 | |
| * | |
| * NOT(a) = NAND(a, a) | |
| * AND(a, b) = NAND(NAND(a, b), NAND(a, b)) | |
| * OR(a, b) = NAND(NOT(a), NOT(b)) = NAND(NAND(a, a), NAND(b, b)) | |
| * a → b = OR(NOT(a), b) | |
| */ | |
| /* ================================================================ | |
| * NAND primitive | |
| * ================================================================ */ | |
| static int nand(int a, int b) { | |
| return !(a && b); | |
| } | |
| /* ================================================================ | |
| * Derived Boolean operators (built from NAND) | |
| * ================================================================ */ | |
| static int not_op(int a) { | |
| return nand(a, a); | |
| } | |
| static int and_op(int a, int b) { | |
| return nand(nand(a, b), nand(a, b)); | |
| } | |
| static int or_op(int a, int b) { | |
| return nand(not_op(a), not_op(b)); | |
| } | |
| static int implies(int a, int b) { | |
| return or_op(not_op(a), b); | |
| } | |
| static int xor_op(int a, int b) { | |
| return and_op(nand(a, b), or_op(a, b)); | |
| } | |
| /* ================================================================ | |
| * Expert conflict matrix | |
| * ================================================================ */ | |
| typedef struct { | |
| int **conflicts; /* conflicts[i][j] = 1 if experts i and j conflict */ | |
| int expert_count; | |
| } ConflictMatrix; | |
| static ConflictMatrix *conflict_matrix_alloc(int expert_count) { | |
| ConflictMatrix *cm = malloc(sizeof(ConflictMatrix)); | |
| if (!cm) return NULL; | |
| cm->conflicts = calloc(expert_count, sizeof(int *)); | |
| if (!cm->conflicts) { | |
| free(cm); | |
| return NULL; | |
| } | |
| for (int i = 0; i < expert_count; i++) { | |
| cm->conflicts[i] = calloc(expert_count, sizeof(int)); | |
| if (!cm->conflicts[i]) { | |
| for (int j = 0; j < i; j++) free(cm->conflicts[j]); | |
| free(cm->conflicts); | |
| free(cm); | |
| return NULL; | |
| } | |
| } | |
| cm->expert_count = expert_count; | |
| return cm; | |
| } | |
| static void conflict_matrix_free(ConflictMatrix *cm) { | |
| if (!cm) return; | |
| for (int i = 0; i < cm->expert_count; i++) { | |
| free(cm->conflicts[i]); | |
| } | |
| free(cm->conflicts); | |
| free(cm); | |
| } | |
| /* ================================================================ | |
| * Example conflict definitions (compile-time) | |
| * ================================================================ */ | |
| static void populate_conflict_matrix(ConflictMatrix *cm) { | |
| if (!cm) return; | |
| /* Example: some experts have conflicting responsibilities */ | |
| /* These would be domain-specific and calibrated per use case */ | |
| /* Expert 0 and Expert 1 conflict: resource allocation vs. latency */ | |
| cm->conflicts[0][1] = 1; | |
| cm->conflicts[1][0] = 1; | |
| /* Expert 3 and Expert 4 conflict: strict type checking vs. flexibility */ | |
| cm->conflicts[3][4] = 1; | |
| cm->conflicts[4][3] = 1; | |
| } | |
| /* ================================================================ | |
| * Conflict resolution via NAND | |
| * ================================================================ */ | |
| uint32_t hk_nand_filter(uint32_t active_experts) { | |
| /* For each pair of active experts, check for conflict */ | |
| uint32_t result = active_experts; | |
| for (int i = 0; i < 32; i++) { | |
| if (!(active_experts & (1 << i))) continue; | |
| for (int j = i + 1; j < 32; j++) { | |
| if (!(active_experts & (1 << j))) continue; | |
| /* Both i and j are active */ | |
| /* If they conflict, suppress the lower-weight one (higher index) */ | |
| int conflict = (i % 2) ^ (j % 2); /* Stub: XOR decides conflict */ | |
| if (conflict) { | |
| /* Suppress higher-indexed expert */ | |
| result &= ~(1 << j); | |
| } | |
| } | |
| } | |
| return result; | |
| } | |
| /* ================================================================ | |
| * Multi-level conflict resolution | |
| * ================================================================ */ | |
| uint32_t hk_nand_filter_cascading(uint32_t active_experts) { | |
| /* Apply NAND filtering iteratively until stable */ | |
| uint32_t current = active_experts; | |
| uint32_t previous; | |
| int iterations = 0; | |
| do { | |
| previous = current; | |
| current = hk_nand_filter(current); | |
| iterations++; | |
| } while (current != previous && iterations < 10); | |
| return current; | |
| } | |
| /* ================================================================ | |
| * Authority predicate using NAND | |
| * ================================================================ */ | |
| int hk_nand_authority_check(int capability, int trusted, int approval) { | |
| /* Authority = capability ∧ trusted ∧ approval */ | |
| /* Built from NAND: a ∧ b ∧ c = NAND(NAND(NAND(a,b),c), NAND(NAND(a,b),c)) */ | |
| int nand_ab = nand(capability, trusted); | |
| int nand_nand_abc = nand(nand_ab, approval); | |
| int authority = nand(nand_nand_abc, nand_nand_abc); | |
| return authority; | |
| } | |
| /* ================================================================ | |
| * Admissibility predicate | |
| * ================================================================ */ | |
| int hk_nand_admissible(int has_proof, int entropy_ok, int not_dangerous) { | |
| /* Admissible = proof ∧ entropy_ok ∧ ¬dangerous */ | |
| /* = proof ∧ entropy_ok ∧ NOT(dangerous) */ | |
| /* Built from NAND */ | |
| int not_dangerous_gate = not_op(not_dangerous); /* Double negation */ | |
| int proof_and_entropy = nand(nand(has_proof, entropy_ok), | |
| nand(has_proof, entropy_ok)); | |
| int result = nand(nand(proof_and_entropy, not_dangerous_gate), | |
| nand(proof_and_entropy, not_dangerous_gate)); | |
| return result; | |
| } | |
| /* ================================================================ | |
| * Debug: print Boolean circuit diagram | |
| * ================================================================ */ | |
| void hk_nand_print_circuit(void) { | |
| printf("NAND-based Boolean Circuits:\n\n"); | |
| printf("NOT(a) = NAND(a, a)\n"); | |
| printf(" NOT(0) = %d, NOT(1) = %d\n", not_op(0), not_op(1)); | |
| printf("\nAND(a, b) = NAND(NAND(a,b), NAND(a,b))\n"); | |
| printf(" AND(0,0) = %d, AND(0,1) = %d, AND(1,0) = %d, AND(1,1) = %d\n", | |
| and_op(0, 0), and_op(0, 1), and_op(1, 0), and_op(1, 1)); | |
| printf("\nOR(a, b) = NAND(NAND(a,a), NAND(b,b))\n"); | |
| printf(" OR(0,0) = %d, OR(0,1) = %d, OR(1,0) = %d, OR(1,1) = %d\n", | |
| or_op(0, 0), or_op(0, 1), or_op(1, 0), or_op(1, 1)); | |
| printf("\na → b = OR(¬a, b)\n"); | |
| printf(" 0→0 = %d, 0→1 = %d, 1→0 = %d, 1→1 = %d\n", | |
| implies(0, 0), implies(0, 1), implies(1, 0), implies(1, 1)); | |
| } | |