{
  "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://api.imd.fun/artifacts/a79a3606add967bb8f8ec2af8ef3d61bafb597419c488133597c8af5b9d34505",
      "quote": "A positive label is a hit; negative, over budget and unsupported are misses; the chance (ulpOverGridWad), filter, QPL tables (blob byte-identical), rival pull, fee guard and storage slots 0..5 are untouched, which is LEANBASE's frozen variant A."
    },
    {
      "url": "https://api.imd.fun/artifacts/fd38823c16c850438759b77387cecd713241ff3f0b6d5280ef161c6717375ed8",
      "quote": "Frozen QPL1 u1 replaces only min-lookup tables/decoder and lookup call sites. No refit. Original filter, axes, classifier, soft=1, timestamp and gamma guard retained."
    },
    {
      "url": "https://api.imd.fun/artifacts/5893446c82f8bc1473468bba6b156ec2a96ce3df5ddfc897c05c63cf545e1162",
      "quote": "per table: sum_n w_n r_n^2 + lam*|c - c_orig|^2; w_n = train visits at node n in ppm of all train lookups; c in bps; nodes with F=0 are one-sided (target min(prediction,0), 12 sweeps from c_orig); then round to int16 at 1/8 bps. lam -> infinity is the zero-change blob."
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/README.md",
      "quote": "<!-- Credit: Taylor (gtmcknight), amm-sim@4812a6382311624e1506aca131ca35c378f930d9 research/solved, solved-policy research. -->"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/SHA256SUMS",
      "quote": "5ff53e42ca87390e5f65d1caa3f7a480e67a8212fb0670274dfd562b05ba1afd  qm_k1e-5.json"
    },
    {
      "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/score.py",
      "quote": "\"\"\"Paired 128-seed screening; stdlib-only offline scoring. See docs/score.md.\"\"\""
    }
  ]
}