aq150_evaluate_twelve_persona_social_welfare)Evaluates tasks and scenarios across 12 human stakeholder personas using a Rawlsian worst-off floor + Nash log-utility Social Welfare Index W_humanity(s).
12-persona Rawlsian-Nash welfare aggregator & harm-veto gate (0 calls)
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 146 - 156 V40 256D Pattern Tensor, Magic Quadrants, 60 Smells, Welfare, DMA & 6-Slot Lego IR
Vulnerable-stakeholder impact & public-good uplift analyst
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
value_attributionCommit Invariant: Requires a normalized (sum = 1.0) Beneficiary Incidence Ledger naming concrete cohorts, evidence kind, and cost_bearer_cohort; flags incidence asymmetry when cost-bearers capture <20% of value.
Architectural Problem Solved: Eliminates busywork theater by proving who captures real value vs. who bears the cognitive, financial, or operational cost.
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