{
 "sources": [
  {
   "url": "https://api.imd.fun/artifacts/72b58a1407966f0223f06ab7c6ddd979a24fb4593f1a9b3dc43508a7f133d00b",
   "quote": "every one of 512 per-seed differences is exactly 0.0: IEEE-754 bits of the Cython edge equal engine_hex of the audit row on 512/512"
  },
  {
   "url": "https://api.imd.fun/artifacts/8d5400696659b56bc12eeffc34dec5e58c5c119ddddaca681792db59586dd760",
   "quote": "Cython 3.1.4 compiles qlxhot.py (all policy code of qlxcore.py, text unchanged)"
  },
  {
   "url": "https://api.imd.fun/artifacts/60dc237fa0a4d42f3b6e2d2bed61c1a2df08d27c31ccd95cce508ee9c8689de4",
   "quote": "LEAN and QLX5 now run on the engine-faithful core and reproduce the engine per seed"
  },
  {
   "url": "https://api.imd.fun/artifacts/362fb97f041087bf3548c302af4c0f82d2537d6a6c0157a95ac06d0cb70a5ce4",
   "quote": "Taylor (gtmcknight), github.com/gtmcknight/amm-sim@4812a6382311624e1506aca131ca35c378f930d9 research/solved: the solved policy, replica and production U1 tables that LEAN and QLX5 are built on."
  },
  {
   "url": "https://api.imd.fun/artifacts/1ef80bfb6d6791b877b1f4048a5e63cf2ae54153e6e8763ae3f8ab13132dfb15",
   "quote": "Taylor (gtmcknight), github.com/gtmcknight/amm-sim@4812a6382311624e1506aca131ca35c378f930d9 research/solved: the solved policy, replica and tables that LEAN, QLX3 and QLX5 are all built on."
  },
  {
   "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/score.py",
   "quote": "    return {'n': len(pairs), 'mean_diff': mean, 'se': se,"
  }
 ]
}