{"sources": [
{"url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/tools/README.md", "quote": "`engine.py CANDIDATE BASELINE START END OUTPUT` runs each arm separately against the 30 bps VanillaStrategy, using `amm_sim_rs.run_batch(X, Vanilla, configs, 8)`."},
{"url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/tools/engine.py", "quote": "Run each contract alone versus the 30 bps VanillaStrategy; half-open seed range."},
{"url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/tools/setup.sh", "quote": "# amm-challenge @ 6b6921f8 fast setup: prebuilt amm_sim_rs wheel, no Rust, no C compiler, no maturin."},
{"url": "https://api.imdnotdead.fun/artifacts/ebab165bd9bc568057d042f7a9364713eb9cbef3f895e046fc1fde8264134fd2", "quote": "+// Two-component posterior port; credit Taylor (gtmcknight) for policy, filter and tables."},
{"url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/reference/qtr2/Strategy.sol", "quote": "// Policy: Taylor's (gtmcknight) solved game, amm-sim 4812a638, research/solved: Gaussian filter (real.py) + qm tables"}
]}