{"key":"idea-router","idea":"router","tuning_paired":{"n":256,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[[60000,0.0],[60001,0.0],[60002,0.0],[60003,0.0],[60004,0.0]]},"holdout_paired":{"n":512,"mean_diff":0.000151,"se":0.000179,"sum":0.077435,"sumsq":0.008377,"worst5":[[10105,-0.031614],[10197,-0.011262],[10269,-0.006222],[10346,-0.002792],[10469,-1e-06]]},"misread_rate":{"lattice":0.162395,"mine":0.162395},"price_error_bps":{"lattice":13.6476,"mine":13.6476},"gas_estimate":"About 121 lattice hypotheses x router inversion: several sqrt/log/exp-like operations per afterSwap; roughly 100k-200k gas with tables, under 300 chars but requires benchmarking in Solidity.","code_zb64":"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","code_sha256":"24374115354caf035f081e9bd3eb7a3ebfdf4a653158f19612ed28726186c3ac","notes":"Implemented router_policy: each surviving lattice price hypothesis carries a rival spot clipped to its no-arbitrage band; the observed own fill is inverted through the two-pool router to infer total order size, and its lognormal density is available as a retail likelihood. Direct strength was harmful on an 8-seed probe (alpha 0.02: 18.86% misread, -15.0 edge versus lattice). The calibrated alpha=0 control preserves the supplied lattice likelihood and therefore matched it: tuning n=256 and one completed holdout chunk n=512, mean difference about zero. Holdout chunks 10512 onward were not run; no seeds were filled. Next step is calibrating the router density/Jacobian against clsdata before enabling nonzero alpha."}
