{"sources":[{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md","quote":"All numbers are from the pure-Python replica (`replica2.py`, line by line from the engine at 6b6921f8), paired on replica seeds 10000..12047 against HA (mean 529.557 on those seeds, rows in `calib_out_2048.json`)."},{"url":"https://api.imd.fun/artifacts/8a6e303b662e1a5ea9bb47f31acedd3988ef65b3ddb66d074517aa59ad41ca40","quote":"| QMS1 blob decoded from qm-spline's base64 | 10,167 bytes, sha256 `3ac7cb8811ecfb6a17f499aa4e9b70dd55f7fb6432b3aec3b904e11a3dece38e` (matches) |"},{"url":"https://api.imd.fun/artifacts/d3c849db2ac31e567b57e52b80b86e8c24c842e5b4125b9d75c78e3cb07115b9","quote":"class TwoComp(QMRef):\n    \"\"\"Bounded two-component posterior; Taylor (gtmcknight) fee tables.\"\"\""},{"url":"https://api.imd.fun/artifacts/d360bea6c8c982717b7b43a8069a87013169c89ee3e4da25622db4d880b936d4","quote":"Complete `combo.py`. It imports TC's Code block saved unmodified as `twocomp.py` in the same directory (that block contains qt1's `QMRef` and `class TwoComp(QMRef)`). `Combo('blob.bin')` is a `replica2` policy. sha256 of this file as run: `c5b711a0b4fb4783e8879a484bf87a427171f4a11aa5eb5ec3513c24ead1a796`; of `twocomp.py` as extracted: `9d3c1833321493fb51bbde4e1b4dabc2f8978bd6d774ee2af8dc8aed13f0f0af`."},{"url":"https://api.imd.fun/artifacts/17d249ab0c33fc44931d9b105cf3f9e3846a560bd518b67310c2a56defacdecc","quote":"The chosen setting is 3-D, (24,10,4)/(24,14,4)/(18,12,4)/(24,14,4)/(12,8,4), weight power 1, floor 1e-3, alpha 0.8. It is 10,167 bytes, sha256 `3ac7cb8811ecfb6a17f499aa4e9b70dd55f7fb6432b3aec3b904e11a3dece38e`."},{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md","quote":"seed   perfect-info      gaussian+plain    gaussian+qm       lattice+qm\n10000  448.261189  443.455598  443.522608  443.663520\n10001  576.779199  571.463409  571.623551  571.977293\n10002  531.886497  525.168028  525.865859  526.411631"},{"url":"https://api.imd.fun/artifacts/8a6e303b662e1a5ea9bb47f31acedd3988ef65b3ddb66d074517aa59ad41ca40","quote":"**Check values reproduced:** the reference gives 443.101741 / 571.454483 / 525.908441 on seeds 10000..10002, every printed digit equal to qm-spline's values."},{"url":"https://api.imd.fun/artifacts/d360bea6c8c982717b7b43a8069a87013169c89ee3e4da25622db4d880b936d4","quote":"| seed | qt1-ref | TwoComp | COMBO |\n|---|---:|---:|---:|\n| 10000 | 443.101741 | 443.690614 | 444.195330 |\n| 10001 | 571.454483 | 571.968071 | 572.172682 |\n| 10002 | 525.908441 | 526.124475 | 526.274760 |"}]}