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15--151428\T1/ptm/m/n/10.95 (+20) su-per-vi-sion with1429 []143014311432Underfull \hbox (badness 10000) in paragraph at lines 15--151433\T1/ptm/m/n/10.95 (+20) ``looka-head depth1434 []143514361437Underfull \hbox (badness 3019) in paragraph at lines 15--151438\T1/ptm/m/n/10.95 (+20) su-per-vi-sion'', Re-cur-1439 []144014411442Underfull \hbox (badness 1681) in paragraph at lines 15--151443[]|\T1/ptm/m/n/10.95 (+20) binary con-tinue/stop ver-1444 []144514461447Underfull \hbox (badness 1221) in paragraph at lines 15--151448\T1/ptm/m/n/10.95 (+20) sions ex-ist; con-di-tion-ing1449 []145014511452Underfull \hbox (badness 3701) in paragraph at lines 15--151453\T1/ptm/m/n/10.95 (+20) spa-tial ac-tions is taken,1454 []145514561457Underfull \hbox (badness 10000) in paragraph at lines 15--151458\T1/ptm/m/n/10.95 (+20) a-rate gain/cost/risk/harm1459 []146014611462Underfull \hbox (badness 10000) in paragraph at lines 15--151463[]|\T1/ptm/m/n/10.95 (+20) ReZero, Flamingo,1464 []146514661467Underfull \hbox (badness 2762) in paragraph at lines 15--151468\T1/ptm/m/n/10.95 (+20) sin-gles + 8 fixed1469 []147014711472Underfull \hbox (badness 10000) in paragraph at lines 15--151473[]|\T1/ptm/m/n/10.95 (+20) top-$\OML/ztmcm/m/it/10.95 k$ \T1/ptm/m/n/10.95 (+201474) ex-1475 []147614771478Underfull \hbox (badness 10000) in paragraph at lines 15--151479\T1/ptm/m/n/10.95 (+20) pert/mechanism1480 []148114821483LaTeX Warning: `h' float specifier changed to `ht'.14841485) (./appendix/prereg.tex1486LaTeX Font Info:    Font shape `T1/cmtt/bx/n' in size <12> not available1487(Font)              Font shape `T1/cmtt/m/n' tried instead on input line 1.1488 [33]1489LaTeX Font Info:    Trying to load font information for TS1+ptm on input line 81490.14911492(/usr/local/texlive/2026/texmf-dist/tex/latex/psnfss/ts1ptm.fd1493File: ts1ptm.fd 2001/06/04 font definitions for TS1/ptm.1494)1495Overfull \hbox (80.09856pt too wide) in paragraph at lines 24--261496[]\T1/ptm/b/n/12 (-20) Synthetic com-po-si-tional suite v1 \T1/ptm/m/n/12 (-20)1497 (\T1/cmtt/m/n/12 data/splits/synthetic_v1\T1/ptm/m/n/12 (-20) , gen-er-a-tor \1498T1/cmtt/m/n/12 data/generators/synthetic.py\T1/ptm/m/n/12 (-20) ,1499 []15001501[34] [35]) (./appendix/runs.tex1502Overfull \hbox (121.91187pt too wide) in paragraph at lines 1--141503\T1/cmtt/m/n/12 training.pretrain\T1/ptm/m/n/12 (-20) , \T1/cmtt/m/n/12 trainin1504g.train_editor\T1/ptm/m/n/12 (-20) , \T1/cmtt/m/n/12 training.collect_intervent1505ions\T1/ptm/m/n/12 (-20) , \T1/cmtt/m/n/12 training.train_controller\T1/ptm/m/n1506/12 (-20) ,1507 []150815091510Overfull \hbox (8.25638pt too wide) in paragraph at lines 1--141511\T1/cmtt/m/n/12 evaluation.routing\T1/ptm/m/n/12 (-20) , \T1/cmtt/m/n/12 evalua1512tion.latency \T1/ptm/m/n/12 (-20) or \T1/cmtt/m/n/12 evaluation.run\T1/ptm/m/n/151312 (-20) ; launch scripts un-der \T1/cmtt/m/n/12 scripts/1514 []15151516(./appendix/runs_index.tex [36] [37]1517Overfull \hbox (25.12868pt too wide) in paragraph at lines 68--701518[]\T1/ptm/b/n/10 (-20) run_id\T1/ptm/m/n/10 (-20) : p4_tiny_backbone_v2_seed01_151920261029233624; \T1/ptm/b/n/10 (-20) state\T1/ptm/m/n/10 (-20) : stopped_overfi1520tting_step9300_checkpoint_step5000_used;1521 []15221523[38] [39])) (./appendix/results.tex (./tables/em_families.tex))1524Overfull \hbox (168.4564pt too wide) in paragraph at lines 2--161525\T1/ptm/m/n/12 (-20) records (\T1/cmtt/m/n/12 experiments/runs/*/em_*.json\T1/p1526tm/m/n/12 (-20) , \T1/cmtt/m/n/12 results/raw/items_*.json\T1/ptm/m/n/12 (-20) 1527), la-bel anal-y-ses (\T1/cmtt/m/n/12 results/analyzed/labels_*.json\T1/ptm/m/n1528/12 (-20) ),1529 []15301531(./appendix/failures.tex1532Overfull \hbox (23.89659pt too wide) in paragraph at lines 8--101533[]\T1/ptm/b/n/12 (-20) date\T1/ptm/m/n/12 (-20) : 2026-10-29; \T1/ptm/b/n/12 (-153420) what failed\T1/ptm/m/n/12 (-20) : rsync ex-clu-sion \T1/cmtt/m/n/12 experim1535ents \T1/ptm/m/n/12 (-20) also dropped \T1/cmtt/m/n/12 configs/experiments/\T1/1536ptm/m/n/12 (-20) ;1537 []153815391540Overfull \hbox (197.64227pt too wide) in paragraph at lines 8--101541\T1/ptm/m/n/12 (-20) base-line launch on M3U96b failed twice (\T1/cmtt/m/n/12 F1542ileNotFoundError\T1/ptm/m/n/12 (-20) ).; \T1/ptm/b/n/12 (-20) ev-i-dence\T1/ptm1543/m/n/12 (-20) : \T1/cmtt/m/n/12 experiments/logs/pretrain_enlarged102m_seed1.lo1544g1545 []154615471548Overfull \hbox (49.9369pt too wide) in paragraph at lines 10--121549\T1/ptm/m/n/12 (-20) be-fore ed-its can af-fect log-its.; \T1/ptm/b/n/12 (-20) 1550ev-i-dence\T1/ptm/m/n/12 (-20) : \T1/cmtt/m/n/12 experiments/runs/p4_editor_v1_1551seed01_*/metrics.jsonl1552 []155315541555Overfull \hbox (47.44559pt too wide) in paragraph at lines 12--141556\T1/cmtt/m/n/12 experiments/logs/p4_diag_mixed_w128_lr3e3.log\T1/ptm/m/n/12 (-215570) , run \T1/cmtt/m/n/12 p4_diag_mixed_w128_lr3e3_seed01_*\T1/ptm/m/n/12 (-20) 1558;1559 []15601561[40]1562Package microtype Info: Loading generic protrusion settings for font family1563(microtype)             `cmtt' (encoding: TS1).1564(microtype)             For optimal results, create family-specific settings.1565(microtype)             See the microtype manual for details.15661567Overfull \hbox (26.39578pt too wide) in paragraph at lines 14--161568\T1/ptm/m/n/12 (-20) eval-u-a-tion (\T1/cmtt/m/n/12 AttributeError: \TS1/cmtt/m1569/n/12 '\T1/cmtt/m/n/12 GlobalRecurrenceModel\TS1/cmtt/m/n/12 ' \T1/cmtt/m/n/12 1570object has no attribute \TS1/cmtt/m/n/12 '\T1/cmtt/m/n/12 W_K\TS1/cmtt/m/n/12 '1571\T1/ptm/m/n/12 (-20) ):1572 []157315741575Overfull \hbox (12.79033pt too wide) in paragraph at lines 18--201576\T1/cmtt/m/n/12 experiments/logs/p4_tiny_backbone_v2.log\T1/ptm/m/n/12 (-20) , 1577run \T1/cmtt/m/n/12 p4_tiny_backbone_v2_seed01_* \T1/ptm/m/n/12 (-20) (state:1578 []157915801581Overfull \hbox (12.01894pt too wide) in paragraph at lines 22--241582\T1/ptm/m/n/12 (-20) 0.4334); $\OML/ztmcm/m/it/12 ^^U$\T1/ptm/m/n/12 (-20) =0 i1583s worse (+1.3 %).; \T1/ptm/b/n/12 (-20) ev-i-dence\T1/ptm/m/n/12 (-20) : \T1/cm1584tt/m/n/12 experiments/runs/controller_v1rank_seed01_*\T1/ptm/m/n/12 (-20) ,1585 []158615871588Overfull \hbox (146.55865pt too wide) in paragraph at lines 24--261589\T1/ptm/m/n/12 (-20) un-til step ~6,540 and was killed.; \T1/ptm/b/n/12 (-20) e1590v-i-dence\T1/ptm/m/n/12 (-20) : \T1/cmtt/m/n/12 experiments/runs/pretrain103m_s1591eed01_20261029232706/manifest.json1592 []159315941595Overfull \hbox (107.55685pt too wide) in paragraph at lines 26--281596\T1/ptm/m/n/12 (-20) same fail-ure as the tiny w=128 lr 3e-3 run.; \T1/ptm/b/n/159712 (-20) ev-i-dence\T1/ptm/m/n/12 (-20) : M3U96a \T1/cmtt/m/n/12 experiments/lo1598gs/editor_pilot_103m_seed1.log\T1/ptm/m/n/12 (-20) ,1599 []16001601[41{/usr/local/texlive/2026/texmf-dist/fonts/enc/dvips/cm-super/cm-super-ts1.en1602c}]1603Overfull \hbox (46.17226pt too wide) in paragraph at lines 28--291604\T1/ptm/m/n/12 (-20) Killed; no 103M dense re-sult.; \T1/ptm/b/n/12 (-20) ev-i-1605dence\T1/ptm/m/n/12 (-20) : M2U64 \T1/cmtt/m/n/12 experiments/logs/dense_probe_1606103m*_seed1.log\T1/ptm/m/n/12 (-20) ;1607 []16081609)) [42] [43] [44] [45] [46] [47] [48] [49] (./main.aux)1610 ***********1611LaTeX2e <2025-11-01>1612L3 programming layer <2026-01-19>1613 ***********1614Package rerunfilecheck Info: File `main.out' has not changed.1615(rerunfilecheck)             Checksum: 2C46417263222EC5387443A9AF226043;9386.1616 ) 1617Here is how much of TeX's memory you used:1618 36260 strings out of 4675251619 704533 string characters out of 54189821620 1168618 words of memory out of 50000001621 63508 multiletter control sequences out of 15000+6000001622 794864 words of font info for 689 fonts, out of 8000000 for 90001623 1141 hyphenation exceptions out of 81911624 84i,13n,104p,1001b,1570s stack positions out of 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