eft_v3 scale build run dir (20260827T220000Z-build)

.gitattributes

@@ -61,3 +61,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 data_generation/20260813T162500Z-datagen/full/selection.json filter=lfs diff=lfs merge=lfs -text
 data_generation/20260813T162500Z-datagen/full/teacher_calls.jsonl filter=lfs diff=lfs merge=lfs -text
 hard_benchmark/20260827T161031Z-hard-datagen/full/teacher_calls.jsonl filter=lfs diff=lfs merge=lfs -text
+runs/20260827T220000Z-build/build_rows.jsonl filter=lfs diff=lfs merge=lfs -text
+runs/20260827T220000Z-build/pools/cc_order.jsonl filter=lfs diff=lfs merge=lfs -text
+runs/20260827T220000Z-build/pools/cf_order.jsonl filter=lfs diff=lfs merge=lfs -text
+runs/20260827T220000Z-build/progress_certify.jsonl filter=lfs diff=lfs merge=lfs -text
+runs/20260827T220000Z-build/progress_convert.jsonl filter=lfs diff=lfs merge=lfs -text
+runs/20260827T220000Z-build/publish/eft_v3.jsonl filter=lfs diff=lfs merge=lfs -text
+runs/20260827T220000Z-build/teacher_usage.jsonl filter=lfs diff=lfs merge=lfs -text

runs/20260827T220000Z-build/ABORT_DIAGNOSIS.md

@@ -0,0 +1,73 @@
+# Spend-projection abort diagnosis (2026-08-28, waves 1-2)
+
+Stop: `spend_projection_abort` at $31.92 / 6,214 calls; 141 held-in + 170
+held-out certified of 457 attempted (+3,771 conversions fully resolved).
+The in-run projection ($840.76) extrapolated the per-certified cost of the
+two most expensive waves across a TARGET-based remaining count (7,881); the
+honest pool-bound projection is ~$340 additional as-is, ~$240 with the
+directive-pressure fix below.
+
+## Where the $31.92 went
+
+- conversions $3.99 (3,454 calls) — DONE and excellent: 3,771 candidates →
+  3,100 accepted problems (82% vs pilot 50%); zero further conversion spend.
+- teacher $27.86 (2,445 calls): luna $2.76 / terra $17.14 / sol $7.96.
+- judge $0.07. Durable value: $18.12 (311 certified + 3,100 conversions);
+  sunk on 142 uncertified rows: $13.80.
+
+Per-certified: held_in $0.033 (0.74 certify) vs held_out $0.137 (0.53).
+By directive set (held_out): ne+ub $0.131/cert @0.55 (267 of 321 attempts!),
+gli+ub $0.258 @0.30, mm+ub $0.100 @0.60.
+By pool tier: native $0.054/cert @0.66; converted $0.149 @0.54 (cc $0.177,
+cf $0.113). Ladder: luna certifies 15% (pilot 43%), 84% of rows escalate
+to terra — terra is 54% of teacher spend.
+
+## Why (two causes, one structural)
+
+1. **Ordering (by design, self-limiting):** hard-tail-first + scarce-
+   affordance-first put the worst cells (hard × converted × ne/mm
+   directives) into waves 1-2. Wave-2 medium rows already ran 0.90 certify
+   at $0.048/cert.
+2. **Structural waste (fixable): absolute-count floor deficits.** Floors
+   are tracked against the 8,192-scale targets the pool cannot reach, so
+   need() never shrinks and the balancer keeps maximum directive pressure
+   on every held-out row (ne+ub on 83% of attempts) instead of relaxing to
+   cheap ub-solo once PROPORTIONS are on track. Meanwhile gli free-rides:
+   146/170 held-out certs express gli undirected (converted rows are
+   mod-heavy), yet directed gli+ub (the worst cell, $0.258/cert) was still
+   being assigned. Fix: compute need() against floor_pct x realized
+   (certified + pending) instead of absolute target counts.
+
+Gate attribution of the 142 uncertified (last failure): required-rule gate
+107, Boa runtime 45, zero-warning 39, knockout-decorative 35, comments 32
+(multi-tag) — consistent with directive-pressure, not with transport or
+harness defects. Conversions failed mainly on "no accepted solution
+reproduces official tests" (420/456) — the intended self-screen.
+
+## Honest projections (pool-bound: 6,204 unattempted rows remain)
+
+| option | additional | total | certified (in+out) |
+|---|---|---|---|
+| (a) resume as-is, full pool | ~$341 | ~$373 | ~1,630 + 2,460 |
+| (b) proportional-floor fix + round-robin buckets, full pool | ~$241 | ~$273 | ~1,680 + 2,660 |
+| (d1) fix + stop at 2,560+2,560 | ~$241 | ~$273 | 1,780 + 2,560 |
+| (d2) fix + stop at 1,280+1,280 | ~$150 | ~$182 | 1,280 + 1,280 |
+| (d3) fix + held_out 2,048 / held_in 1,024 | ~$194 | ~$226 | 1,024 + 2,048 |
+
+(±~30%; per-cell rates from waves 1-2 with stated ub-solo estimates.
+Round-robin ordering does not change full-pool cost — it stabilizes the
+projection and the realized mix under an early stop.)
+
+Ladder knobs are second-order: dropping sol for held_in saves ~$4-6 at
+scale; terra max_requests 2→1 saves ~10-15% of teacher spend at some yield
+cost. The first-order lever is the proportional-floor fix.
+
+## Resumability
+
+Fully resumable from this run dir: ChatClient caches on disk (123MB:
+luna 42.8 / terra 25.2 / sol 14.4 / conversion 38.3 / judge 2.0),
+progress_certify.jsonl (457 resolved rows incl. 311 certified payloads),
+progress_convert.jsonl (3,771 resolved, 3,100 accepted problems embedded).
+On resume the guard seeds the $31.92 against the configured cap
+(one build = one budget), so a resume decision must set spend_cap_usd to
+the intended TOTAL, not the increment.

runs/20260827T220000Z-build/audits/battery_neardup_excluded.jsonl

@@ -0,0 +1,2 @@
+{"jaccard": 0.4087, "match_id": "battery:n-queens", "problem_id": "newfacade:n-queens-ii", "source": "newfacade"}
+{"jaccard": 0.7, "match_id": "battery:last-stone-weight-ii", "problem_id": "newfacade:last-stone-weight", "source": "newfacade"}

runs/20260827T220000Z-build/audits/battery_neardup_top50.jsonl

@@ -0,0 +1,50 @@
+{"jaccard": 0.7, "match_id": "battery:last-stone-weight-ii", "problem_id": "newfacade:last-stone-weight"}
+{"jaccard": 0.4087, "match_id": "battery:n-queens", "problem_id": "newfacade:n-queens-ii"}
+{"jaccard": 0.3696, "match_id": "battery:super-egg-drop", "problem_id": "newfacade:egg-drop-with-2-eggs-and-n-floors"}
+{"jaccard": 0.3691, "match_id": "battery:paint-house-ii", "problem_id": "newfacade:paint-house"}
+{"jaccard": 0.3088, "match_id": "battery:redundant-connection-ii", "problem_id": "newfacade:redundant-connection"}
+{"jaccard": 0.2977, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:01-matrix"}
+{"jaccard": 0.2802, "match_id": "battery:best-time-to-buy-and-sell-stock-iii", "problem_id": "newfacade:best-time-to-buy-and-sell-stock-iv"}
+{"jaccard": 0.2787, "match_id": "battery:student-attendance-record-ii", "problem_id": "newfacade:student-attendance-record-i"}
+{"jaccard": 0.2524, "match_id": "battery:find-closest-node-to-given-two-nodes", "problem_id": "newfacade:longest-cycle-in-a-graph"}
+{"jaccard": 0.251, "match_id": "battery:best-time-to-buy-and-sell-stock-iii", "problem_id": "newfacade:best-time-to-buy-and-sell-stock-with-cooldown"}
+{"jaccard": 0.243, "match_id": "battery:distinct-subsequences-ii", "problem_id": "newfacade:is-subsequence"}
+{"jaccard": 0.2411, "match_id": "battery:arithmetic-slices-ii-subsequence", "problem_id": "newfacade:arithmetic-slices"}
+{"jaccard": 0.2365, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:special-positions-in-a-binary-matrix"}
+{"jaccard": 0.2305, "match_id": "battery:best-time-to-buy-and-sell-stock-iii", "problem_id": "newfacade:best-time-to-buy-and-sell-stock-ii"}
+{"jaccard": 0.2236, "match_id": "battery:remove-all-ones-with-row-and-column-flips-ii", "problem_id": "newfacade:remove-all-ones-with-row-and-column-flips"}
+{"jaccard": 0.2164, "match_id": "battery:subsequence-of-size-k-with-the-largest-even-sum", "problem_id": "newfacade:longest-increasing-subsequence-ii"}
+{"jaccard": 0.2163, "match_id": "battery:minimum-area-rectangle-ii", "problem_id": "newfacade:largest-triangle-area"}
+{"jaccard": 0.2161, "match_id": "battery:distinct-subsequences-ii", "problem_id": "newfacade:shortest-way-to-form-string"}
+{"jaccard": 0.2148, "match_id": "battery:best-time-to-buy-and-sell-stock-iii", "problem_id": "newfacade:best-time-to-buy-and-sell-stock"}
+{"jaccard": 0.2137, "match_id": "battery:strobogrammatic-number-iii", "problem_id": "newfacade:strobogrammatic-number"}
+{"jaccard": 0.2052, "match_id": "battery:remove-all-ones-with-row-and-column-flips-ii", "problem_id": "newfacade:minimum-operations-to-remove-adjacent-ones-in-matrix"}
+{"jaccard": 0.1966, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:diagonal-traverse"}
+{"jaccard": 0.1796, "match_id": "battery:sum-of-distances-in-tree", "problem_id": "newfacade:graph-valid-tree"}
+{"jaccard": 0.1773, "match_id": "battery:distinct-subsequences-ii", "problem_id": "newfacade:subsequence-with-the-minimum-score"}
+{"jaccard": 0.1768, "match_id": "battery:sum-of-distances-in-tree", "problem_id": "newfacade:reachable-nodes-with-restrictions"}
+{"jaccard": 0.1759, "match_id": "battery:k-th-smallest-in-lexicographical-order", "problem_id": "newfacade:lexicographical-numbers"}
+{"jaccard": 0.1741, "match_id": "battery:arithmetic-slices-ii-subsequence", "problem_id": "newfacade:number-of-different-subsequences-gcds"}
+{"jaccard": 0.1735, "match_id": "battery:best-time-to-buy-and-sell-stock-iii", "problem_id": "newfacade:best-time-to-buy-and-sell-stock-with-transaction-fee"}
+{"jaccard": 0.1731, "match_id": "battery:remove-9", "problem_id": "newfacade:nth-digit"}
+{"jaccard": 0.1728, "match_id": "battery:number-of-ways-to-split-a-string", "problem_id": "newfacade:number-of-substrings-with-only-1s"}
+{"jaccard": 0.1718, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:count-submatrices-with-all-ones"}
+{"jaccard": 0.1673, "match_id": "battery:count-number-of-special-subsequences", "problem_id": "newfacade:sum-of-subsequence-widths"}
+{"jaccard": 0.1621, "match_id": "battery:sum-of-distances-in-tree", "problem_id": "newfacade:tree-diameter"}
+{"jaccard": 0.162, "match_id": "battery:minimum-area-rectangle", "problem_id": "newfacade:max-points-on-a-line"}
+{"jaccard": 0.1562, "match_id": "battery:strobogrammatic-number-iii", "problem_id": "newfacade:strobogrammatic-number-ii"}
+{"jaccard": 0.156, "match_id": "battery:find-the-lexicographically-largest-string-from-the-box-ii", "problem_id": "newfacade:construct-string-with-repeat-limit"}
+{"jaccard": 0.1535, "match_id": "battery:sum-of-distances-in-tree", "problem_id": "newfacade:number-of-connected-components-in-an-undirected-graph"}
+{"jaccard": 0.1498, "match_id": "battery:word-squares", "problem_id": "newfacade:valid-word-square"}
+{"jaccard": 0.1493, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:row-with-maximum-ones"}
+{"jaccard": 0.1487, "match_id": "battery:subsequence-of-size-k-with-the-largest-even-sum", "problem_id": "newfacade:longest-square-streak-in-an-array"}
+{"jaccard": 0.1483, "match_id": "battery:sum-of-distances-in-tree", "problem_id": "newfacade:maximum-xor-of-two-non-overlapping-subtrees"}
+{"jaccard": 0.1462, "match_id": "battery:longest-palindromic-subsequence", "problem_id": "newfacade:longest-arithmetic-subsequence-of-given-difference"}
+{"jaccard": 0.1442, "match_id": "battery:minimum-size-subarray-in-infinite-array", "problem_id": "newfacade:shortest-subarray-with-sum-at-least-k"}
+{"jaccard": 0.1437, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:number-of-distinct-islands"}
+{"jaccard": 0.1434, "match_id": "battery:number-of-good-paths", "problem_id": "newfacade:maximum-star-sum-of-a-graph"}
+{"jaccard": 0.1429, "match_id": "battery:distinct-subsequences-ii", "problem_id": "newfacade:palindromic-substrings"}
+{"jaccard": 0.1429, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:minimum-number-of-flips-to-convert-binary-matrix-to-zero-matrix"}
+{"jaccard": 0.1429, "match_id": "battery:longest-line-of-consecutive-one-in-matrix", "problem_id": "newfacade:maximal-square"}
+{"jaccard": 0.1429, "match_id": "battery:longest-subsequence-repeated-k-times", "problem_id": "newfacade:longest-ideal-subsequence"}
+{"jaccard": 0.1411, "match_id": "battery:matrix-block-sum", "problem_id": "newfacade:find-smallest-common-element-in-all-rows"}

runs/20260827T220000Z-build/audits/cross_source_dedup_top50.jsonl

@@ -0,0 +1,50 @@
+{"jaccard": 1.0, "kept_id": "newfacade:make-array-strictly-increasing", "problem_id": "tacov:7811"}
+{"jaccard": 1.0, "kept_id": "tacov:9836", "problem_id": "apps:4753"}
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runs/20260827T220000Z-build/audits/decon_summary.json

@@ -0,0 +1,14 @@
+{
+  "cross_source_dropped": 1688,
+  "battery_neardup_excluded": 2,
+  "battery_threshold": 0.4,
+  "cross_source_threshold": 0.6,
+  "v2_overlap_exact": 759,
+  "v2_overlap_neardup": 0,
+  "kept_by_source": {
+    "newfacade": 1869,
+    "taco_verified": 1675,
+    "apps": 71,
+    "rstar": 0
+  }
+}

runs/20260827T220000Z-build/boa_conformance.log

@@ -0,0 +1,6 @@
+........................................................................ [ 25%]
+........................................................................ [ 51%]
+........................................................................ [ 77%]
+..............................................................           [100%]
+278 passed in 11.68s
+warning: `VIRTUAL_ENV=/workspace/.cache/uv/builds-v0/.tmpe2WL3P` does not match the project environment path `/workspace/boa/.venv` and will be ignored; use `--active` to target the active environment instead

runs/20260827T220000Z-build/build_rows.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:438f788ed72af9c73b1e10a776c0df2a54ffd072f3ed63dddc8fee350f32796d
+size 64873094

runs/20260827T220000Z-build/build_stdout.log

@@ -0,0 +1,271 @@
+[pools] newfacade: 1881 classified (cached)
+[pools] taco_verified: 1683 classified (cached)
+[pools] apps: 1741 classified (cached)
+[census] LOUD: projected single-use ceiling ~4125 certified rows is BELOW the 8192 target — expect pool exhaustion; realized counts will be reported, not padded
+[build] census: held_in max ~1739 (target 3072), held_out max ~4023 (target 5120)
+[convert] tranche of 1600 candidates (0 already resolved)
+[spend] 200 API calls, $0.24 total
+[spend] 400 API calls, $0.47 total
+[spend] 600 API calls, $0.70 total
+[spend] 800 API calls, $0.93 total
+[spend] 1000 API calls, $1.16 total
+[spend] 1200 API calls, $1.38 total
+[spend] 1400 API calls, $1.61 total
+<unknown>:40: SyntaxWarning: invalid escape sequence '\w'
+[convert] 1365/1600 accepted into the held-out queue (spend $1.67)
+[convert] tranche of 800 candidates (1600 already resolved)
+[spend] 1600 API calls, $1.83 total
+[spend] 1800 API calls, $2.06 total
+[spend] 2000 API calls, $2.30 total
+[convert] 668/800 accepted into the held-out queue (spend $2.51)
+[convert] tranche of 800 candidates (2400 already resolved)
+[spend] 2200 API calls, $2.53 total
+[spend] 2400 API calls, $2.77 total
+[spend] 2600 API calls, $2.99 total
+[spend] 2800 API calls, $3.23 total
+[convert] 631/800 accepted into the held-out queue (spend $3.38)
+[convert] tranche of 571 candidates (3200 already resolved)
+[spend] 3000 API calls, $3.47 total
+[spend] 3200 API calls, $3.69 total
+[spend] 3400 API calls, $3.93 total
+[convert] 436/571 accepted into the held-out queue (spend $3.99)
+[build] wave 1: 256 attempts (certified held_in 0/3072, held_out 0/5120; spend $3.99)
+[spend] 3600 API calls, $4.35 total
+[spend] 3800 API calls, $4.79 total
+[spend] 4000 API calls, $5.20 total
+[spend] 4200 API calls, $7.07 total
+[spend] 4400 API calls, $11.71 total
+[spend] 4600 API calls, $15.54 total
+[spend] 4800 API calls, $18.46 total
+[build] wave 2: 257 attempts (certified held_in 72/3072, held_out 84/5120; spend $19.05)
+[spend] 5000 API calls, $19.36 total
+[spend] 5200 API calls, $19.75 total
+[spend] 5400 API calls, $20.12 total
+[spend] 5600 API calls, $21.73 total
+[spend] 5800 API calls, $26.07 total
+[spend] 6000 API calls, $29.64 total
+[spend] 6200 API calls, $31.88 total
+[build] ABORT: projected total $840.76 exceeds 95% of the $150 cap
+{
+  "held_in": 141,
+  "held_out": 170
+}
+[build] stop reason: spend_projection_abort; total $31.9185
+[pools] newfacade: 1881 classified (cached)
+[pools] taco_verified: 1683 classified (cached)
+[pools] apps: 1741 classified (cached)
+[census] LOUD: projected single-use ceiling ~4125 certified rows is BELOW the 8192 target — expect pool exhaustion; realized counts will be reported, not padded
+[build] census: held_in max ~1739 (target 3072), held_out max ~4023 (target 5120)
+[spend] resumed with $31.92 already spent (6207 calls) counted against the $360 cap
+[resume] progress replayed: {'reference_failed_verification': 56, 'certified': 311, 'categorization_disagreement': 4, 'uncertified': 142} (certified held_in 141, held_out 170)
+[resume] conversions replayed: 3771 resolved, 3100 accepted
+[build] wave 1: 257 attempts (certified held_in 141/3072, held_out 170/5120; spend $31.92)
+[spend] 6400 API calls, $32.24 total
+[spend] 6600 API calls, $32.56 total
+[spend] 6800 API calls, $32.83 total
+[spend] 7000 API calls, $34.83 total
+[spend] 7200 API calls, $37.68 total
+[build] ABORT: projected total $622.56 exceeds 95% of the $360 cap
+{
+  "held_in": 222,
+  "held_out": 298
+}
+[build] stop reason: spend_projection_abort; total $39.5179
+[pools] newfacade: 1881 classified (cached)
+[pools] taco_verified: 1683 classified (cached)
+[pools] apps: 1741 classified (cached)
+[census] LOUD: projected single-use ceiling ~4125 certified rows is BELOW the 8192 target — expect pool exhaustion; realized counts will be reported, not padded
+[build] census: held_in max ~1739 (target 3072), held_out max ~4023 (target 5120)
+[spend] resumed with $39.52 already spent (7390 calls) counted against the $360 cap
+[resume] progress replayed: {'reference_failed_verification': 77, 'certified': 520, 'categorization_disagreement': 5, 'uncertified': 168} (certified held_in 222, held_out 298)
+[resume] conversions replayed: 3771 resolved, 3100 accepted
+[build] wave 1: 257 attempts (certified held_in 222/3072, held_out 298/5120; spend $39.52)
+[spend] 7400 API calls, $39.54 total
+[spend] 7600 API calls, $39.88 total
+[spend] 7800 API calls, $40.20 total
+[spend] 8000 API calls, $40.49 total
+[spend] 8200 API calls, $42.47 total
+[spend] 8400 API calls, $45.52 total
+[spend] 8600 API calls, $47.56 total
+[build] wave 2: 257 attempts (certified held_in 312/3072, held_out 424/5120; spend $47.61)
+[spend] 8800 API calls, $47.95 total
+[spend] 9000 API calls, $48.26 total
+[spend] 9200 API calls, $48.56 total
+[spend] 9400 API calls, $50.60 total
+[spend] 9600 API calls, $53.35 total
+[build] wave 3: 257 attempts (certified held_in 390/3072, held_out 540/5120; spend $55.39)
+[spend] 9800 API calls, $55.41 total
+[spend] 10000 API calls, $55.73 total
+[spend] 10200 API calls, $56.03 total
+[spend] 10400 API calls, $56.31 total
+[spend] 10600 API calls, $58.31 total
+[spend] 10800 API calls, $60.77 total
+[build] wave 4: 257 attempts (certified held_in 473/3072, held_out 669/5120; spend $62.27)
+[spend] 11000 API calls, $62.35 total
+[spend] 11200 API calls, $62.65 total
+[spend] 11400 API calls, $62.95 total
+[spend] 11600 API calls, $63.23 total
+[spend] 11800 API calls, $65.56 total
+[spend] 12000 API calls, $68.13 total
+[build] wave 5: 257 attempts (certified held_in 560/3072, held_out 793/5120; spend $69.41)
+<unknown>:3: SyntaxWarning: invalid escape sequence '\d'
+[spend] 12200 API calls, $69.52 total
+[spend] 12400 API calls, $69.82 total
+[spend] 12600 API calls, $70.11 total
+[spend] 12800 API calls, $70.37 total
+[spend] 13000 API calls, $72.78 total
+[spend] 13200 API calls, $75.44 total
+[build] wave 6: 257 attempts (certified held_in 640/3072, held_out 925/5120; spend $76.57)
+[spend] 13400 API calls, $76.70 total
+[spend] 13600 API calls, $77.01 total
+[spend] 13800 API calls, $77.32 total
+[spend] 14000 API calls, $77.62 total
+[spend] 14200 API calls, $80.08 total
+[spend] 14400 API calls, $82.75 total
+[build] wave 7: 257 attempts (certified held_in 725/3072, held_out 1047/5120; spend $84.31)
+[spend] 14600 API calls, $84.40 total
+[spend] 14800 API calls, $84.70 total
+[spend] 15000 API calls, $84.99 total
+[spend] 15200 API calls, $85.26 total
+[spend] 15400 API calls, $87.66 total
+[spend] 15600 API calls, $90.37 total
+[build] wave 8: 257 attempts (certified held_in 809/3072, held_out 1175/5120; spend $91.44)
+[spend] 15800 API calls, $91.59 total
+[spend] 16000 API calls, $91.88 total
+[spend] 16200 API calls, $92.15 total
+[spend] 16400 API calls, $92.41 total
+[spend] 16600 API calls, $94.75 total
+[spend] 16800 API calls, $97.19 total
+[build] wave 9: 257 attempts (certified held_in 893/3072, held_out 1311/5120; spend $97.75)
+[spend] 17000 API calls, $98.00 total
+[spend] 17200 API calls, $98.31 total
+[spend] 17400 API calls, $98.60 total
+[spend] 17600 API calls, $99.44 total
+[spend] 17800 API calls, $102.46 total
+[spend] 18000 API calls, $104.83 total
+[build] wave 10: 257 attempts (certified held_in 969/3072, held_out 1433/5120; spend $105.73)
+[spend] 18200 API calls, $105.95 total
+[spend] 18400 API calls, $106.25 total
+[spend] 18600 API calls, $106.53 total
+[spend] 18800 API calls, $106.84 total
+[spend] 19000 API calls, $110.17 total
+[spend] 19200 API calls, $112.67 total
+[build] wave 11: 257 attempts (certified held_in 1046/3072, held_out 1571/5120; spend $113.54)
+[spend] 19400 API calls, $113.70 total
+[spend] 19600 API calls, $114.04 total
+[spend] 19800 API calls, $114.33 total
+[spend] 20000 API calls, $114.61 total
+[spend] 20200 API calls, $117.52 total
+[spend] 20400 API calls, $120.33 total
+[build] wave 12: 257 attempts (certified held_in 1129/3072, held_out 1687/5120; spend $121.09)
+[spend] 20600 API calls, $121.32 total
+[spend] 20800 API calls, $121.61 total
+[spend] 21000 API calls, $121.88 total
+[spend] 21200 API calls, $122.68 total
+[spend] 21400 API calls, $125.48 total
+[spend] 21600 API calls, $127.80 total
+[build] wave 13: 257 attempts (certified held_in 1209/3072, held_out 1811/5120; spend $127.96)
+[spend] 21800 API calls, $128.26 total
+[spend] 22000 API calls, $128.56 total
+[spend] 22200 API calls, $128.84 total
+[spend] 22400 API calls, $129.98 total
+[spend] 22600 API calls, $132.99 total
+[spend] 22800 API calls, $135.19 total
+[build] wave 14: 257 attempts (certified held_in 1293/3072, held_out 1945/5120; spend $135.32)
+[pools] newfacade: 1881 classified (cached)
+[pools] taco_verified: 1683 classified (cached)
+[pools] apps: 1741 classified (cached)
+[census] LOUD: projected single-use ceiling ~4125 certified rows is BELOW the 8192 target — expect pool exhaustion; realized counts will be reported, not padded
+[build] census: held_in max ~1739 (target 3072), held_out max ~4023 (target 5120)
+[spend] resumed with $135.32 already spent (22828 calls) counted against the $360 cap
+[resume] progress replayed: {'reference_failed_verification': 317, 'certified': 3238, 'categorization_disagreement': 22, 'uncertified': 547} (certified held_in 1293, held_out 1945)
+[resume] conversions replayed: 3771 resolved, 3100 accepted
+[build] wave 1: 257 attempts (certified held_in 1293/3072, held_out 1945/5120; spend $135.32)
+[spend] 23000 API calls, $135.63 total
+[spend] 23200 API calls, $135.94 total
+[spend] 23400 API calls, $136.21 total
+[spend] 23600 API calls, $136.91 total
+[spend] 23800 API calls, $140.17 total
+[spend] 24000 API calls, $142.96 total
+[build] wave 2: 257 attempts (certified held_in 1380/3072, held_out 2075/5120; spend $144.24)
+[spend] 24200 API calls, $144.33 total
+[spend] 24400 API calls, $144.63 total
+[spend] 24600 API calls, $144.93 total
+[spend] 24800 API calls, $145.21 total
+[spend] 25000 API calls, $147.73 total
+[spend] 25200 API calls, $150.31 total
+[build] wave 3: 257 attempts (certified held_in 1458/3072, held_out 2203/5120; spend $151.82)
+[spend] 25400 API calls, $151.89 total
+[spend] 25600 API calls, $152.20 total
+[spend] 25800 API calls, $152.51 total
+[spend] 26000 API calls, $152.79 total
+[spend] 26200 API calls, $154.75 total
+[spend] 26400 API calls, $157.15 total
+[pools] newfacade: 1881 classified (cached)
+[pools] taco_verified: 1683 classified (cached)
+[pools] apps: 1741 classified (cached)
+[census] LOUD: projected single-use ceiling ~4125 certified rows is BELOW the 8192 target — expect pool exhaustion; realized counts will be reported, not padded
+[build] census: held_in max ~1739 (target 3072), held_out max ~4023 (target 5120)
+[spend] resumed with $157.43 already spent (26424 calls) counted against the $360 cap
+[resume] progress replayed: {'reference_failed_verification': 347, 'certified': 3844, 'categorization_disagreement': 25, 'uncertified': 617} (certified held_in 1539, held_out 2305)
+[resume] conversions replayed: 3771 resolved, 3100 accepted
+[build] wave 1: 257 attempts (certified held_in 1539/3072, held_out 2305/5120; spend $157.43)
+[spend] 26600 API calls, $157.71 total
+[spend] 26800 API calls, $158.47 total
+[spend] 27000 API calls, $158.85 total
+[spend] 27200 API calls, $161.39 total
+[build] wave 2: 257 attempts (certified held_in 1609/3072, held_out 2422/5120; spend $163.12)
+[spend] 27400 API calls, $163.19 total
+[spend] 27600 API calls, $163.51 total
+[spend] 27800 API calls, $163.83 total
+[spend] 28000 API calls, $164.11 total
+[spend] 28200 API calls, $166.09 total
+[spend] 28400 API calls, $168.82 total
+[build] wave 3: 257 attempts (certified held_in 1690/3072, held_out 2561/5120; spend $170.65)
+[spend] 28600 API calls, $170.69 total
+[spend] 28800 API calls, $171.05 total
+[spend] 29000 API calls, $171.39 total
+[spend] 29200 API calls, $171.67 total
+[spend] 29400 API calls, $173.64 total
+[spend] 29600 API calls, $176.75 total
+[spend] 29800 API calls, $178.94 total
+[build] wave 4: 257 attempts (certified held_in 1769/3072, held_out 2692/5120; spend $179.12)
+[spend] 30000 API calls, $179.51 total
+[spend] 30200 API calls, $179.87 total
+[spend] 30400 API calls, $180.21 total
+[spend] 30600 API calls, $181.14 total
+[spend] 30800 API calls, $184.89 total
+[spend] 31000 API calls, $187.99 total
+[build] wave 5: 257 attempts (certified held_in 1849/3072, held_out 2819/5120; spend $189.89)
+[spend] 31200 API calls, $189.91 total
+[spend] 31400 API calls, $190.30 total
+[spend] 31600 API calls, $190.66 total
+[spend] 31800 API calls, $190.98 total
+[spend] 32000 API calls, $192.22 total
+[spend] 32200 API calls, $195.66 total
+[spend] 32400 API calls, $198.62 total
+[build] wave 6: 257 attempts (certified held_in 1934/3072, held_out 2950/5120; spend $199.96)
+[spend] 32600 API calls, $200.06 total
+[spend] 32800 API calls, $200.41 total
+[spend] 33000 API calls, $200.75 total
+[spend] 33200 API calls, $201.05 total
+[spend] 33400 API calls, $203.39 total
+[spend] 33600 API calls, $206.44 total
+[spend] 33800 API calls, $208.90 total
+[build] wave 7: 257 attempts (certified held_in 2008/3072, held_out 3084/5120; spend $209.69)
+[spend] 34000 API calls, $209.88 total
+[spend] 34200 API calls, $210.21 total
+[spend] 34400 API calls, $210.52 total
+[spend] 34600 API calls, $210.79 total
+[spend] 34800 API calls, $213.66 total
+[spend] 35000 API calls, $216.44 total
+[spend] 35200 API calls, $218.27 total
+[build] wave 8: 98 attempts (certified held_in 2085/3072, held_out 3212/5120; spend $218.31)
+[spend] 35400 API calls, $218.65 total
+[spend] 35600 API calls, $220.33 total
+[build] queues exhausted before targets were met
+{
+  "held_in": 2085,
+  "held_out": 3292
+}
+[build] stop reason: pool_exhausted; total $222.4118

runs/20260827T220000Z-build/census.json

@@ -0,0 +1,60 @@
+{
+  "tier1_classified": 3615,
+  "core_certifiable": 2046,
+  "heldout_affording": 3615,
+  "dual_eligible": 2046,
+  "heldout_only": 1569,
+  "mm_affording": 12,
+  "ne_affording": 670,
+  "cf_conversion_candidates": 3771,
+  "targets": {
+    "held_in": 3072,
+    "held_out": 5120
+  },
+  "projected_held_in_max": 1739,
+  "projected_held_out_max": 4023,
+  "projected_total_max_netted": 4125,
+  "note": "held-in and held-out COMPETE for dual-eligible rows; the held-out queue consumes heldout_only + conversions first. Per Jonathan's build order, a pool below the targets runs to exhaustion and reports realized counts loudly (never padded) \u2014 the census is a forecast, not a gate.",
+  "pool_accounting": {
+    "newfacade": {
+      "normalized": 1961,
+      "classified": 1881,
+      "screens": {}
+    },
+    "taco_verified": {
+      "normalized": 1781,
+      "classified": 1683,
+      "screens": {}
+    },
+    "apps": {
+      "normalized": 1844,
+      "classified": 1741,
+      "screens": {}
+    },
+    "rstar": {
+      "normalized": 0,
+      "classified": 0,
+      "gap": "rStar-Coder disabled: seed_testcase shards are single 2.5-11GB row groups and the shared 8GB cgroup OOM-killed three census reads (see build.yaml sources.rstar)"
+    }
+  },
+  "decontamination": {
+    "cross_source_dropped": 1688,
+    "battery_neardup_excluded": 2,
+    "battery_threshold": 0.4,
+    "cross_source_threshold": 0.6,
+    "v2_overlap_exact": 759,
+    "v2_overlap_neardup": 0,
+    "kept_by_source": {
+      "newfacade": 1869,
+      "taco_verified": 1675,
+      "apps": 71,
+      "rstar": 0
+    }
+  },
+  "cf_screens": {
+    "eligible": 2138,
+    "screens": {
+      "language_rejected": 13
+    }
+  }
+}

runs/20260827T220000Z-build/environment.txt

@@ -0,0 +1,53 @@
+CairoSVG==2.9.0
+Jinja2==3.1.6
+MarkupSafe==3.0.3
+PyYAML==6.0.3
+Pygments==2.20.0
+annotated-doc==0.0.4
+antlr4-python3-runtime==4.9.3
+anyio==4.14.1
+cairocffi==1.7.1
+certifi==2026.6.17
+cffi==2.1.0
+contourpy==1.3.3
+cssselect2==0.9.0
+cycler==0.12.1
+defusedxml==0.7.1
+filelock==3.29.7
+fonttools==4.63.0
+fsspec==2025.9.0
+h11==0.16.0
+hf-xet==1.5.1
+httpcore==1.0.9
+httpx==0.28.1
+huggingface_hub==1.16.1
+idna==3.18
+iniconfig==2.3.0
+kiwisolver==1.5.0
+markdown-it-py==4.2.0
+matplotlib==3.11.1
+mdurl==0.1.2
+numpy==2.3.5
+omegaconf==2.3.1
+packaging==26.2
+pandas==3.0.3
+pillow==12.3.0
+pluggy==1.6.0
+pyarrow==25.0.0
+pycparser==3.0
+pyparsing==3.3.2
+pytest==9.1.1
+python-dateutil==2.9.0.post0
+python-dotenv==1.2.2
+rich==15.0.0
+ruff==0.15.21
+scimt==0.0.1
+scimt==0.0.1
+seaborn==0.13.2
+shellingham==1.5.4
+six==1.17.0
+tinycss2==1.5.1
+tqdm==4.68.4
+typer==0.26.8
+typing_extensions==4.16.0
+webencodings==0.6.1

runs/20260827T220000Z-build/pools/accounting.json

@@ -0,0 +1,22 @@
+{
+  "newfacade": {
+    "normalized": 1961,
+    "classified": 1881,
+    "screens": {}
+  },
+  "taco_verified": {
+    "normalized": 1781,
+    "classified": 1683,
+    "screens": {}
+  },
+  "apps": {
+    "normalized": 1844,
+    "classified": 1741,
+    "screens": {}
+  },
+  "rstar": {
+    "normalized": 0,
+    "classified": 0,
+    "gap": "rStar-Coder disabled: seed_testcase shards are single 2.5-11GB row groups and the shared 8GB cgroup OOM-killed three census reads (see build.yaml sources.rstar)"
+  }
+}

runs/20260827T220000Z-build/pools/cc_order.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40c0864ccb92feddb028b5e69c3c9efdde610af4c77baa1beb0e165b74e3e162
+size 11815178

runs/20260827T220000Z-build/pools/cc_order_stats.json

@@ -0,0 +1,6 @@
+{
+  "eligible": 1633,
+  "screens": {
+    "cf_id_already_in_open_r1_order": 1964
+  }
+}

runs/20260827T220000Z-build/pools/cf_order.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4860a38a9053bebe26008e539bf4e52d89d4be5e201a7f2932b9e60c52ad893
+size 17780065

runs/20260827T220000Z-build/pools/cf_order_stats.json

@@ -0,0 +1,6 @@
+{
+  "eligible": 2138,
+  "screens": {
+    "language_rejected": 13
+  }
+}

runs/20260827T220000Z-build/pools/conversion_order_ids.json

@@ -0,0 +1 @@
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+  },
+  "published_at": "2026-08-28T17:24:14Z"
+}

runs/20260827T220000Z-build/resolved_config.yaml

@@ -0,0 +1,247 @@
+schema_version: python4_eft_scale_build_v1
+seed: 626262
+paths:
+  env_file: /root/.env
+  boa_dir: /workspace/boa
+boa:
+  revision: a215d2d1875f3d3d986185597c7f12a1d0258568
+rules:
+  held_in:
+  - statement_terminators
+  - out_parameter
+  - manual_allocation
+  - one_based_positive_indexing
+  held_out:
+  - end_inclusive_slice
+  - negative_exclusion
+  - uppercase_boolean
+  - grouped_large_integer
+  - matrix_multiplication
+  directable:
+  - negative_exclusion
+  - uppercase_boolean
+  - grouped_large_integer
+  - matrix_multiplication
+  heldout_directive_floors_pct:
+    uppercase_boolean: 0.35
+    grouped_large_integer: 0.25
+    negative_exclusion: 0.12
+    matrix_multiplication: 0.02
+  gli_assignment_cap_pct: 0.45
+targets:
+  held_out_certified: 5120
+  held_in_certified: 3072
+  held_out_test: 1024
+  held_in_test: 1024
+  max_total_attempts: 20000
+  wave_size: 256
+dataset:
+  min_tests_per_problem: 3
+  max_tests_per_problem: 8
+  max_statement_chars: 6000
+  per_source_candidate_cap: 4000
+decontamination:
+  lcb_cutoff: '2023-05-01'
+  lcb_sites:
+  - leetcode
+  - codeforces
+  - atcoder
+  hard_battery:
+    repo_id: arcadia-impact/python4-leetcode-eft
+    revision: 76c4bd16f6b02252c7842b19a80eea51a411cd51
+    benchmark_file: overall_hard_benchmark.jsonl
+  battery_neardup_threshold: 0.4
+  cross_source_dedup_threshold: 0.6
+  dedup_priority:
+  - newfacade
+  - taco_verified
+  - apps
+  - rstar
+  - codeforces_converted
+  v2_overlap_threshold: 0.6
+  v2_dataset:
+    repo_id: arcadia-impact/python4-leetcode-eft
+    revision: 76c4bd16f6b02252c7842b19a80eea51a411cd51
+    file: aft.jsonl
+sources:
+  newfacade:
+    repo_id: newfacade/LeetCodeDataset
+    repo_type: dataset
+    revision: 215604aeed660029df7de2fea5a4d7b6ed476a08
+    train_file: LeetCodeDataset-train.jsonl
+    license: apache-2.0
+    site: leetcode
+  taco_verified:
+    repo_id: likaixin/TACO-verified
+    repo_type: dataset
+    revision: refs/convert/parquet
+    file: default/train/0000.parquet
+    license: mit
+    drop_sites:
+    - hackerrank
+  apps:
+    repo_id: codeparrot/apps
+    repo_type: dataset
+    file: train.jsonl
+    license: mit
+  rstar:
+    enabled: false
+    dataset: microsoft/rStar-Coder
+    testcase_shards:
+    - seed_testcase/data-00020-of-00030.parquet
+    max_row_group_bytes: 8000000000
+    sft_dir: seed_sft
+    sft_shards: 20
+    sft_join_budget_seconds: 1200
+    max_candidates: 40
+    license: cc-by-4.0
+  codeforces:
+    repo_id: open-r1/codeforces
+    repo_type: dataset
+    config: verifiable
+    shards:
+    - verifiable/train-00000-of-00010.parquet
+    - verifiable/train-00001-of-00010.parquet
+    - verifiable/train-00002-of-00010.parquet
+    - verifiable/train-00003-of-00010.parquet
+    - verifiable/train-00004-of-00010.parquet
+    - verifiable/train-00005-of-00010.parquet
+    - verifiable/train-00006-of-00010.parquet
+    - verifiable/train-00007-of-00010.parquet
+    - verifiable/train-00008-of-00010.parquet
+    - verifiable/train-00009-of-00010.parquet
+    submissions_repo: open-r1/codeforces-submissions
+    submissions_file: selected_accepted/train-00000-of-00001.parquet
+    license: cc-by-4.0
+    site: codeforces
+  code_contests:
+    repo_id: deepmind/code_contests
+    repo_type: dataset
+    license: cc-by-4.0
+    site: codeforces
+    shards:
+    - data/train-00000-of-00039-e991a271dbfa9925.parquet
+    - data/train-00001-of-00039-e092fe56fda18715.parquet
+    - data/train-00002-of-00039-9cea23812e920e41.parquet
+    - data/train-00003-of-00039-e3822fccad6e083a.parquet
+    - data/train-00004-of-00039-cefe355b4667b27e.parquet
+    - data/train-00005-of-00039-b7580d2d846c2136.parquet
+    - data/train-00006-of-00039-65184bb9f7d61fde.parquet
+    - data/train-00007-of-00039-05785de21e8b8429.parquet
+    - data/train-00008-of-00039-7246e6b7423b404f.parquet
+    - data/train-00009-of-00039-b8c920f6629b57b2.parquet
+    - data/train-00010-of-00039-6de28ba20654f69b.parquet
+    - data/train-00011-of-00039-5de236be5188959d.parquet
+    - data/train-00012-of-00039-da9476a39a1bdbb7.parquet
+    - data/train-00013-of-00039-30b8c3829ee3b962.parquet
+    - data/train-00014-of-00039-dc3ebb07a3cba8e4.parquet
+    - data/train-00015-of-00039-19ccd7331d695677.parquet
+    - data/train-00016-of-00039-bf38b0908b322307.parquet
+    - data/train-00017-of-00039-ae5533a2f822e6ef.parquet
+    - data/train-00018-of-00039-8c793837880f5507.parquet
+    - data/train-00019-of-00039-d688fad5ee604390.parquet
+    - data/train-00020-of-00039-5d59387098675b73.parquet
+    - data/train-00021-of-00039-b257bf03d6876780.parquet
+    - data/train-00022-of-00039-1cfd39fa43c1917c.parquet
+    - data/train-00023-of-00039-d078bcb55e45cbf0.parquet
+    - data/train-00024-of-00039-f4e3da0e5661e6d1.parquet
+    - data/train-00025-of-00039-3f6ebfbaba5f4c70.parquet
+    - data/train-00026-of-00039-7d4898300894cbbe.parquet
+    - data/train-00027-of-00039-f8196766547533a2.parquet
+    - data/train-00028-of-00039-79a302af3c924863.parquet
+    - data/train-00029-of-00039-2b6615897d038115.parquet
+    - data/train-00030-of-00039-4135cc54050afc22.parquet
+    - data/train-00031-of-00039-40309dd907c042b7.parquet
+    - data/train-00032-of-00039-7b7d2068a3d9c359.parquet
+    - data/train-00033-of-00039-53b0f749aacff9c1.parquet
+    - data/train-00034-of-00039-a36ff0bff7d2a76f.parquet
+    - data/train-00035-of-00039-d28f9be60314601f.parquet
+    - data/train-00036-of-00039-146e1a11c054aeab.parquet
+    - data/train-00037-of-00039-995207c374a4e6f2.parquet
+    - data/train-00038-of-00039-96a59dd6a98cd075.parquet
+conversion:
+  model: openai/gpt-5.6-luna
+  max_requests: 2
+  max_tokens: 8192
+  reasoning_effort: low
+  candidates: 100000
+  tranche_initial: 1600
+  tranche_topup: 800
+  rating_min: 1200
+  rating_max: 2100
+  min_official_tests: 3
+  max_tests: 6
+  max_test_chars: 2000
+  human_run_timeout_seconds: 15
+  compile_timeout_seconds: 90
+  concurrency: 3
+teacher:
+  ladder:
+  - name: luna
+    model: openai/gpt-5.6-luna
+    max_requests: 3
+  - name: terra
+    model: openai/gpt-5.6-terra
+    max_requests: 2
+  - name: sol
+    model: openai/gpt-5.6-sol
+    max_requests: 2
+  provider_pin:
+    order:
+    - openai
+    allow_fallbacks: false
+  max_tokens: 4096
+  reasoning_effort: low
+  max_concurrency: 8
+  spend_cap_usd: 360.0
+  prices_usd_per_mtok:
+    openai/gpt-5.6-luna:
+      input: 0.2
+      output: 1.2
+    openai/gpt-5.6-terra:
+      input: 2.0
+      output: 12.0
+    openai/gpt-5.6-sol:
+      input: 2.0
+      output: 10.0
+spend:
+  projection_min_certified: 300
+  projection_window_certs: 150
+  projection_abort_fraction: 0.95
+  log_every_calls: 200
+judge:
+  model: openai/gpt-5.6-luna
+  max_tokens: 2048
+  reasoning_effort: low
+  max_attempts: 3
+validation:
+  boa_pool_workers: 3
+  python_timeout_seconds: 10
+  timeout_retry_seconds: 20
+  reference_timeout_seconds: 20
+difficulty:
+  cf_hard_min: 1600
+  ast_easy_max: 60
+  ast_medium_max: 150
+frames:
+  proportions:
+    F0: 0.4
+    F1: 0.2
+    F2: 0.2
+    F3: 0.2
+split:
+  seed: 727272
+  validation_slice: 64
+tokenizer:
+  repo_id: unsloth/gemma-3-27b-pt
+  revision: eb493e07419db4938e915c619689bb513181aebb
+hub:
+  dataset_repo: arcadia-impact/python4-leetcode-eft
+  files:
+    rows: eft_v3.jsonl
+    test_heldin: eft_v3_test_heldin.jsonl
+    test_heldout: eft_v3_test_heldout.jsonl
+    manifest: eft_v3_manifest.json
+  logs_repo: arcadia-impact/python4-gemma3-27b-eft-v2-logs
+  logs_prefix: runs
+  logs_max_cache_bytes: 200000000

runs/20260827T220000Z-build/run_summary.json

@@ -0,0 +1,85 @@
+{
+  "stop_reason": "pool_exhausted",
+  "certified": {
+    "held_in": 2085,
+    "held_out": 3292
+  },
+  "targets": {
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+    "held_out": 5120
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+  "total_attempts": 6302,
+  "directive_floor_report": {
+    "uppercase_boolean": {
+      "expressed": 3174,
+      "floor_vs_target": 1792,
+      "met_vs_target": true,
+      "floor_vs_realized": 1153,
+      "met_vs_realized": true,
+      "directed_certified": 3049
+    },
+    "grouped_large_integer": {
+      "expressed": 1983,
+      "floor_vs_target": 1280,
+      "met_vs_target": true,
+      "floor_vs_realized": 823,
+      "met_vs_realized": true,
+      "directed_certified": 10
+    },
+    "negative_exclusion": {
+      "expressed": 395,
+      "floor_vs_target": 615,
+      "met_vs_target": false,
+      "floor_vs_realized": 396,
+      "met_vs_realized": false,
+      "directed_certified": 391
+    },
+    "matrix_multiplication": {
+      "expressed": 12,
+      "floor_vs_target": 103,
+      "met_vs_target": false,
+      "floor_vs_realized": 66,
+      "met_vs_realized": false,
+      "directed_certified": 12
+    }
+  },
+  "teacher_usage": {
+    "per_model": {
+      "openai/gpt-5.6-luna": {
+        "calls": 25646,
+        "prompt_tokens": 89791292,
+        "completion_tokens": 19925148,
+        "cost_usd": 33.3528
+      },
+      "openai/gpt-5.6-sol": {
+        "calls": 3437,
+        "prompt_tokens": 18445252,
+        "completion_tokens": 3498675,
+        "cost_usd": 54.565
+      },
+      "openai/gpt-5.6-terra": {
+        "calls": 6697,
+        "prompt_tokens": 35684778,
+        "completion_tokens": 8076942,
+        "cost_usd": 134.494
+      }
+    },
+    "total_cost_usd": 222.4118
+  },
+  "provenance": {
+    "commit": "5a269b8e2f32c61ea7af7558db798112bd3ad0ca",
+    "branch": "jb/python4-campaign",
+    "dirty_files": [
+      "?? experiments/python4/graft_investigation/check_50m_router_health.py",
+      "?? experiments/python4/graft_investigation/compare_ours_vs_base.py",
+      "?? experiments/python4/graft_investigation/fetch_hf_metadata.py",
+      "?? experiments/python4/graft_investigation/gcs_checkpoint_check.py",
+      "?? experiments/python4/graft_investigation/gcs_midtrain_end_files.txt",
+      "?? experiments/python4/graft_investigation/hf_metadata.json",
+      "?? experiments/python4/graft_investigation/ours_midtrain_end_config.json",
+      "?? experiments/python4/graft_investigation/ours_midtrain_end_model.safetensors.index.json",
+      "?? experiments/python4/graft_investigation/throughput_probe.py"
+    ]
+  },
+  "finished_at": "2026-08-28T17:20:52Z"
+}

runs/20260827T220000Z-build/spend_checkpoints.jsonl

@@ -0,0 +1,204 @@
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runs/20260827T220000Z-build/teacher_usage.jsonl

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