{"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 (`ref/flag_qm.json` against `ref/lattice_qm.json`), which is the distance from 7th to the top two."}, {"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/`."}]}