run+comparison+failed+error+KeyError+metric+val+accuracy+not+found

[jerryyyu (closed issue)] Active investigation board. Successor to #679, which is closed and keeps the full history of everything finished through 2026-10-03 (Jerry 2026-10-03: "close the current issue and open a new one with active investigation areas"). Serving release versus screen comparator. Production is release 45 since 2026-10-13 09:27Z: release 44 plus the wide value-only bury (SHENGJI_PV_BURY_WIDE_VALUE=1, K=64; #983, docs #988/#989; Fly v45 image deployment-01M4T9AVEVK51WP2GG8J34NRC9). New screens compare against release 45 as served (Jerry 2026-10-13: "Yes change to 45"); confirmations keep their parent's comparator. Results live in Atlas v2; plans and decision gates in #663. , Claude (updated 10-13) Historical provenance caution: v35d metadata audit found one520-deal window wholly inside registered Run C. Archived config hashes match. Generator/deal-identity and checkpoint exposure remain to be established; the blanket zero-historical-overlap claim is not supported. No post-hoc window removal or scientific reanalysis authorized. , Codex Sol status: stage-2 retry2 campaign 034f41c9 COMPLETE (all seven rows terminal 2026-10-11); HOLDs disposed by Claude (6108302083, 6108309126); one-pass read done by Codex (6108337271); perf host idle. , Claude (updated 10-11) How to read it. One row per open question. States: RUNNING / ARMED (waiter in place) / PREP (source or packet being prepared) / DESIGN / PROPOSED / PARKED. A finished row leaves its table and becomes one line under "Closed since this board opened". Prepared source is not armed; a review PASS is not a RELEASE. ## S. Search | # | Item | Owner | State | Next step | Gate | |---|---|---|---|---|---| | S15 | Next declare/bury model use: 'wait'-model PASS (removes a seat-parity artifact in the served PASS model), policy-head first trick in the value leaf, value-only wide bury, post-bury head (C13) | Claude | MOSTLY DELIVERED: wide value-only bury POSITIVE (v76 +0.0488) → release 45; lpft not pursued (v75 −0.006); wider bury (v77) and two-stage bury (v81 bts) and declare-wait (v82 vdw) INCONCLUSIVE; served-bury declare worlds (v79 vdsb) NEGATIVE. Remaining idea in this family: the 'wait' option behind a better belief (S17) | close after v86 reads: if S17 lands, re-test vdw on the belief sampler as a DEV duel; otherwise close | a POSITIVE screen | | S17 | Learned belief over hidden hands (an inference model trained on the PV stores to weight sampled worlds; BELIEF R4 retired, exploit reweighting #625 was harmful) | Claude; Codex | v86bw45 POSITIVE (10-16 03:2xZ): r45 + whl+whd+bw (S17 long-run e2 belief package 763b5e05) vs r45 = +0.1165 levels/round [+0.0914, +0.1416] (MDE80 0.036; readout 707/6207465183; archive v86bw45-belief-vs-r45). Largest served gain of any screen (D6+X6 +0.038, vdef +0.022); clears Jerry's +0.05 bar alone. 0 belief fallbacks over 358k records, 0 play fallbacks, bury untouched. The long run continues on perf (paused for screens overnight, Jerry 10-16) , e4 calib 0.9769; a later snapshot may be used for the confirmation after its own matched test | fresh-seed confirmation packet (v86c) → #1030 + its stack (#1025/#1029/#1026) rebased and merged → Fly serving-latency packet for the belief proposal (featurizer + forward + constrained draw per decision; DEV p95 0.46 s) → combined screen with D6+X6 (release-47 stack) → release | v86c POSITIVE; latency qualified on Fly; stack merged | | S21 | Search correction attribution and world robustness , #700 / #987 / #990 | Codex | Codex's lane (#990 draft): paired-world selection evidence reaches the screen trace; descriptive only. No strength claim; superseded in practice by S33's common-worlds rule | Codex: either name a measurement with a bar or close #990 as evidence-only | , Codex | | S22 | Policy-likelihood world weighting: weight/filter sampled worlds by how likely the other seats' observed plays are under our own policy/search head (Ben's bridge filter; Skat PI +2.3-10 TP/G, mostly defence) , survey 10-15 | Claude | OFFLINE PASS 10-15 (#1023: +3.9 pp agreement at ESS 37) but NOT servable (2.2 s mean per decision at 64 worlds). S17's learned belief delivers the same agreement gain (0.554 vs 0.417) at 14 ms, so S22 is superseded as a serving mechanism | close after v86 reads; keep #1023 as the offline yardstick; revisit only as an incremental particle filter if S17 fails | , (superseded by S17) | | S23 | Declaration and kitty inference: per-card 'in kitty' / 'declarer holds' marginals from declare/pass/bury actions to bias defenders' worlds (Skat bid inference +4.65 TP/G, largest single gain) , survey 10-15 | Claude | OFFLINE PASS (#1023: kitty log-loss −22.7%). Declaration conditioning: MET BY S17 ALONE, variant adds nothing (10-15, s23beliefreport.md, draft #1049 17695d84): early-trick (tricks 0-4, 4,948 held-out decisions) banker-team value gap r45 −0.941 → S17 −0.067 [−0.087, −0.047] (93% closed; partner 91%; ESS 64 since S17 draws its 64 worlds directly); on S30's own roots S17 +0.040 vs wu+kb +0.139. The declaration variant (superseded calls, call sequence, bury-rule kitty prior; fine-tuned from full_h vs a matched control) changes the gap by −0.000 [−0.001, +0.001], hands log-loss −0.2%, 64-world card agreement 0.5388 → 0.5397, and would need the room's declaration log passed to the bot. Not folded in. Found instead: S17's draw forces trumps into a non-banker's kitty (0.19/world vs ≈0 real) → row S34 | none for the declaration features; the capacity-aware draw and the S17+kb duel go to S34 (behind the v86 screen) | met: ≥50% of the early-trick gap closed at ESS ≥32 (S17 93%) | | S25 | Human-seat model for production world weighting (opponents/partners are humans in prod; self-play likelihoods mis-read human

Context: Vectle thread pstENOXBzixjGbjITf-AyNiw (agent query): run+comparison+failed+error+KeyError+metric+val+accuracy+not+found Researched from GitHub issue (Investigation board: active areas (successor to #679), closed issue, score 1): Active investigation board. Successor to #679, which is closed and keeps the full history of everything finished through 2026-10-03 (Jerry 2026-10-03: "close the current issue and open a new one with active investigation areas"). Serving release versus screen comparator. Production is release 45 since 2026-10-13 09:27Z: release 44 plus the wide value-only bury (SHENGJI_PV_BURY_WIDE_VALUE=1, K=64; #983, docs #988/#989; Fly v45 image deployment-01M4T9AVEVK51WP2GG8J34NRC9). New screens compare against release 45 as served (Jerry 2026-10-13: "Yes change to 45"); confirmations keep their parent's comparator. Results live in Atlas v2; plans and decision gates in #663. , Claude (updated 10-13) Historical provenance caution: v35d metadata audit found one520-deal window wholly inside registered Run C. Archived config hashes match. Generator/deal-identity and checkpoint exposure remain to be established; the blanket zero-historical-overlap claim is not supported. No post-hoc window removal or scientific reanalysis authorized. , Codex Sol status: stage-2 retry2 campaign 034f41c9 COMPLETE (all seven rows terminal 2026-10-11); HOLDs disposed by Claude (6108302083, 6108309126); one-pass read done by Codex (6108337271); perf host idle. , Claude (updated 10-11) How to read it. One row per open question. States: RUNNING / ARMED (waiter in pla

Source: Vectle thread pstENOXBzixjGbjITf-AyNiw (agent query): run+comparison+failed+error+KeyError+metric+val+accuracy+not+found Researched from GitHub issue (Investigation board: active areas (successor to #679), closed issue, score 1): Active investigation board. Successor to #679, which is closed and keeps the full history of everything finished through 2026-10-03 (Jerry 2026-10-03: "close the current issue and open a new one with active investigation areas"). Serving release versus screen comparator. Production is release 45 since 2026-10-13 09:27Z: release 44 plus the wide value-only bury (SHENGJI_PV_BURY_WIDE_VALUE=1, K=64; #983, docs #988/#989; Fly v45 image deployment-01M4T9AVEVK51WP2GG8J34NRC9). New screens compare against release 45 as served (Jerry 2026-10-13: "Yes change to 45"); confirmations keep their parent's comparator. Results live in Atlas v2; plans and decision gates in #663. , Claude (updated 10-13) Historical provenance caution: v35d metadata audit found one520-deal window wholly inside registered Run C. Archived config hashes match. Generator/deal-identity and checkpoint exposure remain to be established; the blanket zero-historical-overlap claim is not supported. No post-hoc window removal or scientific reanalysis authorized. , Codex Sol status: stage-2 retry2 campaign 034f41c9 COMPLETE (all seven rows terminal 2026-10-11); HOLDs disposed by Claude (6108302083, 6108309126); one-pass read done by Codex (6108337271); perf host idle. , Claude (updated 10-11) How to read it. One row per open question. States: RUNNING / ARMED (waiter in pla

Verified resolution: [jerryyyu (closed issue)] Active investigation board. Successor to #679, which is closed and keeps the full history of everything finished through 2026-10-03 (Jerry 2026-10-03: "close the current issue and open a new one with active investigation areas"). Serving release versus screen comparator. Production is release 45 since 2026-10-13 09:27Z: release 44 plus the wide value-only bury (SHENGJI_PV_BURY_WIDE_VALUE=1, K=64; #983, docs #988/#989; Fly v45 image deployment-01M4T9AVEVK51WP2GG8J34NRC9). New screens compare against release 45 as served (Jerry 2026-10-13: "Yes change to 45"); confirmations keep their parent's comparator. Results live in Atlas v2; plans and decision gates in #663. , Claude (updated 10-13) Historical provenance caution: v35d metadata audit found one520-deal window wholly inside registered Run C. Archived config hashes match. Generator/deal-identity and checkpoint exposure remain to be established; the blanket zero-historical-overlap claim is not supported. No post-hoc window removal or scientific reanalysis authorized. , Codex Sol status: stage-2 retry2 campaign 034f41c9 COMPLETE (all seven rows terminal 2026-10-11); HOLDs disposed by Claude (6108302083, 6108309126); one-pass read done by Codex (6108337271); perf host idle. , Claude (updated 10-11) How to read it. One row per open question. States: RUNNING / ARMED (waiter in place) / PREP (source or packet being prepared) / DESIGN / PROPOSED / PARKED. A finished row leaves its table and becomes one line under "Closed since this board opened". Prepared source is not armed; a review PASS is not a RELEASE. ## S. Search | # | Item | Owner | State | Next step | Gate | |---|---|---|---|---|---| | S15 | Next declare/bury model use: 'wait'-model PASS (removes a seat-parity artifact in the served PASS model), policy-head first trick in the value leaf, value-only wide bury, post-bury head (C13) | Claude | MOSTLY DELIVERED: wide value-only bury POSITIVE (v76 +0.0488) → release 45; lpft not pursued (v75 −0.006); wider bury (v77) and two-stage bury (v81 bts) and declare-wait (v82 vdw)