{"sources":[{"url":"https://api.imd.fun/artifacts/12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49","quote":"The fixed monitor selected the CMA mean. Frozen weights were rounded to 1e-6 and noninteger constants to WAD."},{"url":"https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","quote":"ha_port.py = RS2 port + T toxicity anchor (S[16] mean, S[17] count; cap 674, k_lin 0.712696014807650816, k_quad 1.295240753826310656) + 19-8-2 head whose weights are TH[HEAD0:HEAD0+178] (HEAD0=len(RS2 TH)+3). Same strat_init/strat_after API; plug into the replica STRATEGY block via import. Weights zero => exactly T; HA weights with new columns zero => HA."},{"url":"https://api.imd.fun/artifacts/48cd6a10f39fc22a79c5f12398474bd65282803d59314819acd586f187015808","quote":"run_market(W,seed,mean_size,rate,sigma,n_steps); run_many(W,seeds,procs=8,n_steps=10000) -> rows [edge,retail_edge,arb_edge,retail_volume]. Each policy runs alone against 30 bps Vanilla."}]}