{
 "sources": [
  {
   "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/replica2.py",
   "quote": "def run(seed, policy, n_steps=10000, cfg=None, qcap=None):"
  },
  {
   "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/31ff8ed128b463cde10ea0a71d354f8c54d4464a/reference/qt1/qmref.py",
   "quote": "usage: from qmref import QMRef; QMRef('blob.bin') is a replica2 policy (wants_j)."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/d3c849db2ac31e567b57e52b80b86e8c24c842e5b4125b9d75c78e3cb07115b9",
   "quote": "The first own trade in a step produces an arb point mass `(pi, lp, 0)` and a retail truncated Gaussian `(1-pi, mt, vt)`."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/d3c849db2ac31e567b57e52b80b86e8c24c842e5b4125b9d75c78e3cb07115b9",
   "quote": "The separate report range 10000..12047 (n=2048) gives variant minus qt1 `+0.424802883` (SE `0.012201544`); mean edges are `533.687633550` and `533.262830667`."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/6b911ad2ead493aa3d39cd55d4e95fc41ca09b4024e366655cd238825b37c6c4",
   "quote": "It averages each offset using `pi`, then uses qt1's fee conversion against the carried posterior mean."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/6b911ad2ead493aa3d39cd55d4e95fc41ca09b4024e366655cd238825b37c6c4",
   "quote": "\"mean_diff\": 0.27726260379404943,"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/fa317ec1ba5bbc943bc91141fb6a2235fe0d4181fa8a01b004f1d439ecf710f3",
   "quote": "\"61016\":687.669966,\"61017\":547.951666,\"61018\":435.294827,\"61019\":594.363297"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/d03074104960a361564cfb6d7db752763e9c9b651fa9ed212c10d7acc2738610",
   "quote": "\"10000\":443.101741,\"10001\":571.454483,\"10002\":525.908441"
  }
 ]
}