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Drop Julia, assign one primary language per M3 sim spec
Ranked languages per spec by fit; took only the top pick: - M3a (statistical): R — native stats ecosystem - M3b (sociological): Prolog — equilibria as constraint satisfaction - M3c (AMM): Solidity — on-chain-equivalent precision - M3d (MEV): Fortran — dense PDE/knapsack numerics, no GC - M3e (tokenomics): Fortran — SDE/VAR matrix loops, same toolchain as M3d - M3f (consensus): Prolog — Markov/Nash as declarative search - M3g (microstructure): Zig — tick-level latency, deterministic memory - Hub: updated to reflect per-spec assignments Julia removed project-wide: JIT startup cost and large toolchain not justified when the project isn't going all-in on a single runtime.
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@@ -14,8 +14,10 @@ validator populations C4 (Lasry & Lions 2007; validator-specific application C3)
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simulation parameterization C1.
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## 3. Language & location
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TBD · `src/economy/sims/consensus/`. Needs Markov chain solvers and game-theoretic equilibrium
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computation. Julia, R, or Fortran.
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TBD · `src/economy/sims/consensus/`. **Prolog** — Markov chain transition rules, Nash
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equilibrium search, and replicator dynamics are constraint-satisfaction problems over validator
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populations; Prolog's backtracking search finds equilibria declaratively rather than
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imperatively iterating toward them.
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## 4. Does / does-not
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- **Does:** simulate validator populations where honesty evolves via **evolutionary game theory**
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