{
  "sources": [
    {
      "url": "https://api.imd.fun/artifacts/18ca35cb47390b8e8c289b240d7836804692998ad64f84ef248c43d61e199f0b",
      "quote": "# qtr2: qm-2 gas trim, identical fees"
    },
    {
      "url": "https://api.imd.fun/artifacts/d56e3af5cc1e32dcc52be27046df89fb403d770a7fabf39e1a0ef94827349a5a",
      "quote": "Taylor (gtmcknight): replica2.py, the Gaussian filter, fee rule and qm tables"
    },
    {
      "url": "https://api.imd.fun/artifacts/9242f3ebbe1ef8d23e590c9784f147655714aaf8a6da7a841273170f20c9ad9b",
      "quote": "Taylor (gtmcknight): replica2.py (config, price and order streams, the reference run)"
    },
    {
      "url": "https://api.imd.fun/artifacts/3385a6e029d6bea8c32e24205e2207988e325b8b70ad133c8b2083a052e3ac3e",
      "quote": "Taylor (gtmcknight): solved policy, Gaussian filter, qm tables and replica; IdentityMD qt1/TwoComp/ComboG and cp-c build on that work."
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md",
      "quote": "Everything except `dp.py` and `qmdp.py` is plain `python3 -I` with no dependencies."
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/replica2.py",
      "quote": "RNG streams differ from the Rust engine, so absolute scores move by the seed set;\ncompare policies paired on the same seeds."
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/reference/qt1/Strategy.sol",
      "quote": "// Solved AMM policy by Taylor (gtmcknight), amm-sim 4812a638 research/solved: Gaussian filter + qm tables (qm_k1e-5.json),"
    }
  ]
}