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f3f2c1250f
Streaming table (StepLogger) redesign per user review: - drop sprd/N/refr from the streaming view (constant / in argv / always '-') - short names: cos_pre->cin, cos_pre_s/t->cin_s/t, cos_post->cout, gradn->gn - 2 sig figs on loss; 1 on gn/lr - cin/cin_s/cin_t/cout/fired only on projecting arms (no vanilla cos_post_cf) - ADD per-mode cumulative student-hack columns hk_<rt|eq|xc|so|se|fm> on multi-mode (substrate) runs -> shows WHICH loophole classes are learnt - self-decoding legend() (only the columns this arm/mode-set shows) - end-dump auto-renders any (n,d) tuple as n/d; drops sprd/N too derisk_loopholes (#139): replace the 6 spoonfed exploit recipes with ONE generic elicit (the faithful hint already discloses the mechanism; the model must connect loophole+permission -> exploit = honest discoverability test) + an exit-interview '### Notes' section, surfaced in the log (too-vague/too-blatant hint signal). Rename ship->deploy (Gradient Routing): the route arm's quarantine-deleted eval is the DEPLOYED model; 'ablate' collided with the erase arm's gradient ablation. train.py columns + row dict + plot_dynamics + plot_route_evidence + results.py; dropped the dual-name back-compat reads. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>