{"sources":[{"url":"https://api.imd.fun/artifacts/efb8e653f8fd061cecf3e92b186470c9c96c5188523364b60ed101e9672869aa","quote":"Taylor (gtmcknight), github.com/gtmcknight/amm-sim@4812a6382311624e1506aca131ca35c378f930d9 research/solved; original replica, Gaussian filter, posterior policy and qm tables. Lean tell from the credited lb-4 artifact."},{"url":"https://api.imd.fun/artifacts/88712dac0e4b048a0860ccb13d2f22e13d956161c102939cb480f53388f3b185","quote":"HIT: s = cwy/cwx (correctly rounded quotient of the two integers); g = 1 - fee_w/1e18; cand = s*g/0.997 if the pool bought X else s*0.997/g; set the rival spot estimate to cand (weight 1; the replica does s2h *= exp(ln(cand/s2h)), equal up to float rounding), mark synced"},{"url":"https://api.imd.fun/artifacts/bb1b85910e7628d6c716ee1328da911b4da42c0903cb6c96309cfda82a379abd","quote":"One WAD-visible retail router-quotient grid consistency signal; equality update to rival estimate on predicted retail only."},{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/replica2.py","quote":"plus an oracle view (true fair price p and the 30 bps pool's spot s2 after the pending\naction of the same event), and returns (bid_fee, ask_fee)."},{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/replica2.py","quote":"# --- arbitrage, normalizer first (pools are independent), then ours"},{"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/real.py","quote":"def trunc(m, v, lo, hi):\n    \"\"\"moments of N(m, v) restricted to (lo, hi); returns (mass, mean, var)\"\"\""},{"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/docs/score.md","quote":"After printing, stop if `mean_diff + 3*se < 0`."},{"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/README.md","quote":"This kit shares pinned setup, fast replica runs, baseline banks and paired scoring."}]}