{"sources": [{"url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/main/research/filter-brief.md", "quote": "2. POLICY. A table or small net over (filter mean, filter sd, own displacement, arb flag), fitted by CMA-ES in the replica, warm-started from the oracle table, decided on the real engine."}, {"url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/main/research/oracle_table.json", "quote": "\"arb_flag\": 0.1463"}, {"url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/main/research/replica.py", "quote": "RNG streams differ from the Rust engine, so absolute scores move by the seed set;"}, {"url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/main/research/setup.sh", "quote": "amm-match validate contracts/src/StarterStrategy.sol"}, {"url": "https://api.imd.fun/artifacts/827590bb235808bd3789c89ad42e5038d2733d133c744455327a3e4275089b26", "quote": "small Gaussian-mixture posterior of z=ln(p/spot) (<=4 components, ADF moment-matched truncation, Runnalls-cost merge), replicate B; not an RS2 overlay"}, {"url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/pyproject.toml", "quote": "description = \"AMM fee strategy design challenge\""}]}