{
 "sources": [
  {
   "url": "https://api.imdnotdead.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557",
   "quote": "completed: candidate valid (0 OOG, afterSwap peak 234849 <= 245000); real +1.749 se 0.040 over T and +0.592 se 0.030 over HA on 512 fresh seeds"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557",
   "quote": "flat vector = W1 (8x19 row-major), b1(8), W2 (2x8 row-major: bid row then ask row), b2(2)"
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557",
   "quote": "Same strat_init/strat_after API; plug into the replica STRATEGY block via import. Weights zero => exactly T; HA weights with new columns zero => HA."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690",
   "quote": "The frozen 8-unit policy improved over T on the specified 512 confirmation seeds by 1.257317072552457 (paired SE 0.06203879579203182)."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/6ac5e013b7b1fb4c5e7bdcdfec0aba28b16824e18ccf39500f258533879faffe",
   "quote": "Each arm runs alone against VanillaStrategy using amm_sim_rs.run_batch(..., 8)."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea",
   "quote": "market_config exactly matches MatchRunner._build_configs draw order: default_rng(seed), uniform size [19,21], rate [0.6,1.0], sigma [0.000882,0.001008]."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea",
   "quote": "Gas was reset with amm_sim_rs.gas_stats_reset() per strategy run, then read using gas_stats()."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/d845a4b94eab87f23956fd1939c0135d955df212d1f3037f2a761c178cef7a0e",
   "quote": "Only named semantic entries are consumed by float calculations; index constants in Python address TH, not numeric strategy parameters."
  },
  {
   "url": "https://api.imdnotdead.fun/artifacts/d845a4b94eab87f23956fd1939c0135d955df212d1f3037f2a761c178cef7a0e",
   "quote": "Even sequences use prior EVM fees to execute fills; odd sequences use prior port fees. Both receive the SAME WAD-quantized callback each time."
  },
  {
   "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
   "quote": "rng = np.random.default_rng(seed=i)"
  },
  {
   "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py",
   "quote": "gbm_sigma_min=0.000882,"
  }
 ]
}