{
 "sources": [
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/README.md",
   "quote": "**Do not pin on a hit alone.** `pin=1` does and loses 1.97"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/README.md",
   "quote": "`tell_qm.json` its rows on the holdout."
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/README.md",
   "quote": "Paired: the test adds **+3.21 se 0.02** to the policy the ports implement (`ref/gauss_qm.json`), and is 0.01 short of the true flag."
  },
  {
   "url": "https://api.imd.fun/artifacts/fd38823c16c850438759b77387cecd713241ff3f0b6d5280ef161c6717375ed8",
   "quote": "Frozen QPL1 u1 replaces only min-lookup tables/decoder and lookup call sites."
  },
  {
   "url": "https://api.imd.fun/artifacts/fd38823c16c850438759b77387cecd713241ff3f0b6d5280ef161c6717375ed8",
   "quote": "d5645b6dd4ed8f1e33cc712d56d9eb916a50db7d5014c285b0f388cd114f96f9"
  },
  {
   "url": "https://api.imd.fun/artifacts/e931451c8e4b3ace70dbcde4910728e086fb292489bccaab0bf9c5c3be72fe14",
   "quote": "Positive but below the 0.2 bar for A's next contract: +0.09 se 0.007 on the replica holdout."
  },
  {
   "url": "https://api.imd.fun/artifacts/e931451c8e4b3ace70dbcde4910728e086fb292489bccaab0bf9c5c3be72fe14",
   "quote": "8d871a6b4fe3fda47404282239939f558b1656a651fcc03eb86f1d4f56cc1b3e"
  }
 ]
}