{ "arm": "bind", "seed": 4302, "n_params": 391666620, "loss0": 5.5577, "lossF": 1.13238, "wall_s": 1194.8, "uniform_ce": 5.54518, "final_val_ce_pooled": 0.90081, "registers_descent": "4/4", "heldout_descent": { "ko-general": { "val_ce": 0.34893, "descent": true }, "en-general": { "val_ce": 0.59505, "descent": true }, "ko-sns": { "val_ce": 1.50824, "descent": true }, "en-sns": { "val_ce": 1.15102, "descent": true } }, "gauges_g1g6_torch_probe": { "step": 2000, "ce": 1.13238, "g1_composed_distinct": 0, "g2_novelty_rate": 0.0, "g6_count": 2, "g6_jaccard": 0.95455, "phi_proxy": 33.197748, "mitosis_cells": 55 }, "tier": "DIRECTIONAL (torch probe; engine-native bind=BLOCKED-by-construction)" }