grade_shards: 10782 rollouts / 192 problems

cross-model token nuclei: Oat rollouts / base nuclei

cross-model token nuclei: Oat rollouts / base nuclei

finished (eos) leaves: qwen2.5-math-7b-oat-zero ['opening_trees_d5']

grade_shards: 10881 rollouts / 199 problems

opening_trees: stage-1 build

oat forced_openers_d3_k3 pool (504 retry)

grade_shards: 10782 rollouts / 192 problems

fork-rescue provenance: 17780 rows

fork rescues: 17780 rollouts (4580 correct) over 358 forks

oat-zero opening trees: qwen2.5-math-7b-oat-zero/opening_trees_d3_val

oat-zero opening trees: qwen2.5-math-7b-oat-zero/opening_trees_d3_train

oat-zero opening trees: qwen2.5-math-7b/opening_trees_d3_val

oat-zero opening trees: qwen2.5-math-7b/opening_trees_d3_train

fork-rescue provenance: 8207 rows

fork rescues: 8207 rollouts (3365 correct) over 180 forks

grade_shards: 33249 rollouts / 200 problems

openers sweep: +5055 depth-3 rollouts (chunk 1/6)

openers sweep: +3861 depth-3 rollouts (chunk 6/6)

openers sweep: +4068 depth-3 rollouts (chunk 5/6)

openers sweep: +4164 depth-3 rollouts (chunk 4/6)

openers sweep: +3255 depth-3 rollouts (chunk 3/6)

openers sweep: +3981 depth-3 rollouts (chunk 2/6)

openers sweep: +5055 depth-3 rollouts (chunk 1/6)

opening_trees: stage-1 build

opening_trees: stage-1 build

openers: +4668 depth-3 forced-opener rollouts (25 unsolved problems, K=3)

openers: +4197 depth-3 forced-opener rollouts (25 hard problems, K=3)

opening_trees: stage-1 build

opening_trees: stage-1 build

opening sweep prompts: -> 11 problems

opening sweep: -> 11 problems

openers: +368 rollouts (5 more problems, K=16) -> 672 total

opening-branch sweep: student prompts (6 problems)

opening-branch sweep: per-opener fix-rate (6 problems, K=16)

openers: +304 forced-opener rollouts (6 problems, K=16) -> 304 total

neg-reinforce before/after dist tables (headline lr/steps)

disjoint-rescue: top-10 branch-token sweep rollouts (POOL_SCHEMA, 640 rows, K=16)

disjoint-rescue: top-10 branch-token fix-rate (4 cases, K=16)

disjoint-rescue: fix-rate control rollouts (POOL_SCHEMA, 992 rows, both arms, K=16)

disjoint-rescue: student-vs-teacher fix-rate control (K=16, both arms)

disjoint-rescue: fix-rate control rollouts (POOL_SCHEMA, 992 rows, both arms, K=16)

disjoint-rescue: student-vs-teacher fix-rate control (K=16, both arms)

disjoint-rescue: student-vs-teacher fix-rate control (K=4, both arms)

disjoint-rescue viz nucleus store (+logZ, ours): disjoint_rescue

preserve disjoint_temp_rescue finding data

add generations/qwen3-8b-base/neg_reinforce_screen_token_nuclei

add generations/qwen3-8b-base/neg_reinforce_screen

audit: timeout reclassification manifest

backfill: timeout->unresolved + correctness-agnostic answer span