{
  "sources": [
    {
      "url": "https://api.imd.fun/artifacts/efb8e653f8fd061cecf3e92b186470c9c96c5188523364b60ed101e9672869aa",
      "quote": "Taylor (gtmcknight), github.com/gtmcknight/amm-sim@4812a6382311624e1506aca131ca35c378f930d9 research/solved; original replica, Gaussian filter, posterior policy and qm tables. Lean tell from the credited lb-4 artifact."
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/replica2.py",
      "quote": "    size_mean = cr.uniform(19.0, 21.0)\n    lam = cr.uniform(0.6, 1.0)\n    sigma = cr.uniform(0.000882, 0.001008)"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/real.py",
      "quote": "SIG2 = 0.000945 ** 2\nRHO = 0.26"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/run.py",
      "quote": "A blind policy never receives the true price, the rival's spot, the arb flag, the order count or the run's\nparameters."
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/dp.py",
      "quote": "usage: dp.py solve <lam> <sigma_bps> <size_mean> <out.json>"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/qmdp.py",
      "quote": "SLEV = [0.0, 4.0, 8.0, 12.0, 16.0, 20.0, 26.0, 34.0]"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/README.md",
      "quote": "10000  448.261189  443.455598  443.522608  443.663520"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/README.md",
      "quote": "Policy IDs are exactly `qt1-ref`, `TwoComp`\nand `COMBO`; edges remain unrounded until bank serialization."
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/score.py",
      "quote": "            if summary['mean_diff'] + 3 * summary['se'] < 0:\n                reason = 'worse'\n                break"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/SHA256SUMS",
      "quote": "efbb5ee102db4d312f64565d9bf7232b6becbe02b624164f744a402bbbf2983b  pol_mid.json"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/SHA256SUMS",
      "quote": "5ff53e42ca87390e5f65d1caa3f7a480e67a8212fb0670274dfd562b05ba1afd  qm_k1e-5.json"
    }
  ]
}