{
 "sources": [
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/e65314f88de945f6d055bfc2aab01c482ab6570e/research/solved/README.md",
   "quote": "The reference misreads 16% of the first trades of a step. Reading them all right is worth +2.72"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/e65314f88de945f6d055bfc2aab01c482ab6570e/research/solved/README.md",
   "quote": "A policy sees what afterSwap sees. `run.py` enforces it; a result from any other harness needs the same blindness."
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/e65314f88de945f6d055bfc2aab01c482ab6570e/research/solved/README.md",
   "quote": "Tune on replica seeds 60000 and up. Score once on 10000..12047 and report the `paired{...}` line `pair.py` gives against the nearest reference in `ref/`."
  },
  {
   "url": "https://api.imd.fun/artifacts/c9d678abb0ed0ee3a31b13a8203b6ee993896db0b6a3875c5c4f52a369bf0434",
   "quote": "Posterior-integrated rival-band projection"
  }
 ]
}