{
 "sources": [
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md",
   "quote": "is the first trade of a step the arb or retail. The filter is wrong 16% of the time. With the true answer the same code scores +6.98."
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md",
   "quote": "10000  448.261189  443.455598  443.522608  443.663520"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md",
   "quote": "10001  576.779199  571.463409  571.623551  571.977293"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md",
   "quote": "10002  531.886497  525.168028  525.865859  526.411631"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md",
   "quote": "All numbers are from the pure-Python replica (`replica2.py`, line by line from the engine at 6b6921f8), paired on replica seeds 10000..12047 against HA"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/gates.py",
   "quote": "print(f'{seed}  {a:.6f}  {b:.6f}  {c:.6f}  {d:.6f}')"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/93cc15561f172c49c8bce174143333ede904fdbfcf51276cbbeb514d4f5b614e",
   "quote": "The LEAN TELL (buy-grid bounded sell_one_division / buy_grid, budget 4, nothing tuned) replaces tca-path's path tell in the reference and in Solidity. Replica report 10000..12047: +3.160 vs qt1 (se 0.022, min -1.360, no seed under -2)."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/93cc15561f172c49c8bce174143333ede904fdbfcf51276cbbeb514d4f5b614e",
   "quote": "f368c459fec21abaa30e179ffbf03cfbe1c7b194f1ad8b07de3637892d06e9f1"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/93cc15561f172c49c8bce174143333ede904fdbfcf51276cbbeb514d4f5b614e",
   "quote": "1.0067811864428222"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/dc359635b5851de9f5b3ecf81dc2107d46acd5dbe67e0be234bcfbe0c8a488e7",
   "quote": "546b440855726c3cd2231e4879e0002dda182dc609ee9c5155c04e4790ca6fdb"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/dc359635b5851de9f5b3ecf81dc2107d46acd5dbe67e0be234bcfbe0c8a488e7",
   "quote": "base85(tar.xz), Python base64.b85decode(data); ordinary relative-path files, no symlinks"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/5893446c82f8bc1473468bba6b156ec2a96ce3df5ddfc897c05c63cf545e1162",
   "quote": "C = the same policy with one refitted QMS1 blob (coefficient replacement only, 10167 bytes, knots/layout/header byte-identical)."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/5893446c82f8bc1473468bba6b156ec2a96ce3df5ddfc897c05c63cf545e1162",
   "quote": "ca5a606d074224ccc72fb4999c1d01a677ba00440ba39df2f99eba4913a72e1d"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/5893446c82f8bc1473468bba6b156ec2a96ce3df5ddfc897c05c63cf545e1162",
   "quote": "C on 64512..65023 inside the choose score is the run that selected lam, so the choose C-BASE figure is selection-biased on that half"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/5893446c82f8bc1473468bba6b156ec2a96ce3df5ddfc897c05c63cf545e1162",
   "quote": "622.725175636084"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/5893446c82f8bc1473468bba6b156ec2a96ce3df5ddfc897c05c63cf545e1162",
   "quote": "TwoComp + o1-b's Bayes wad tell (floor 1e-3, cap 64) with the original QMS1 blob"
  }
 ]
}