{ "arm": "bind", "seed": 7, "n_params": 391666620, "loss0": 5.57282, "lossF": 1.12308, "wall_s": 1190.9, "uniform_ce": 5.54518, "final_val_ce_pooled": 0.85715, "registers_descent": "4/4", "heldout_descent": { "ko-general": { "val_ce": 0.32662, "descent": true }, "en-general": { "val_ce": 0.51532, "descent": true }, "ko-sns": { "val_ce": 1.49959, "descent": true }, "en-sns": { "val_ce": 1.08706, "descent": true } }, "gauges_g1g6_torch_probe": { "step": 2000, "ce": 1.12308, "g1_composed_distinct": 0, "g2_novelty_rate": 0.0, "g6_count": 1, "g6_jaccard": null, "phi_proxy": 20.276327, "mitosis_cells": 109 }, "tier": "DIRECTIONAL (torch probe; engine-native bind=BLOCKED-by-construction)" }