{
  "sources": [
    {
      "url": "https://api.imd.fun/artifacts/a88ff982eba7e078bc6ccb1555b90a211c00c9fd76ec90a62ab13a4074f2c3d0",
      "quote": "\"signature\": \"hook(feat: float64[20], w: float64[:]) -> (d_bid: float64, d_ask: float64)  # @njit in fastlean.py\""
    },
    {
      "url": "https://api.imd.fun/artifacts/a88ff982eba7e078bc6ccb1555b90a211c00c9fd76ec90a62ab13a4074f2c3d0",
      "quote": "23*H+2 weights: h_k = tanh(w[21k] + sum_i w[21k+1+i] x_i), base = 21H, z_own = w[base+H] + sum_k w[base+k] h_k, z_other = w[base+2H+1] + sum_k w[base+H+1+k] h_k."
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/fetch.sh",
      "quote": "# Fetch ../solved and this folder into ONE directory and check every file's sha256."
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/README.md",
      "quote": "This kit shares pinned setup, fast replica runs, baseline banks and paired scoring."
    }
  ]
}