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README.md

@@ -6,19 +6,21 @@ tags:
 - research-artifacts
 ---
 
-# Science Speedrun: 19 completed Astra task histories
+# Science Speedrun: 21 completed Astra task histories
 
 Reproducible submitted solutions, native evaluation reports, and screened Codex logs from
 GPT-6 Astra with xhigh reasoning. These are file artifacts, not a tabular training dataset.
-The histories contain 404 inference-distinct candidates; each has a completed
+The histories contain 540 inference-distinct candidates; each has a completed
 sealed evaluation. Existing additional measurements of duplicate packages are retained.
-`reviews/fairness-20261031/` holds the operator-side fairness review of every trajectory
-(per-task verdicts and the cross-cutting infrastructure findings); each task index carries
-its verdict under `operator_fairness_review`.
+`reviews/fairness-20261031/` holds the operator-side fairness review of every first-round
+trajectory (per-task verdicts and the cross-cutting infrastructure findings); each first-round
+index carries its verdict under `operator_fairness_review`, and a fresh trial's index names
+the first trial it repeats under `fresh_trial_of`.
 
 | Task | Distinct candidates | Artifacts |
 |---|---:|---|
 | atomistic-materials | 3 | [Files](tasks/atomistic-materials/atomistic-materials-astra-xhigh-1h100-48h-20261020b) |
+| brain-computer-interface-decoding | 127 | [Files](tasks/brain-computer-interface-decoding/brain-computer-interface-decoding-astra-xhigh-1h100-48h-20261031a) |
 | crystal-structure-generation | 20 | [Files](tasks/crystal-structure-generation/crystal-structure-generation-astra-xhigh-1h100-48h-20261020b) |
 | earth-observation-pretraining-transfer | 11 | [Files](tasks/earth-observation-pretraining-transfer/earth-astra-xhigh-48h-20261020a) |
 | fluid-flow-control | 11 | [Files](tasks/fluid-flow-control/fluid-flow-control-astra-xhigh-1h100-48h-20261022a) |
@@ -29,10 +31,11 @@ its verdict under `operator_fairness_review`.
 | natural-disease-progression | 13 | [Files](tasks/natural-disease-progression/ndp-astra-xhigh-48h-20261020a) |
 | pde-surrogate | 60 | [Files](tasks/pde-surrogate/pde-surrogate-astra-xhigh-1h100-48h-20261020b) |
 | probabilistic-global-weather | 9 | [Files](tasks/probabilistic-global-weather/probabilistic-global-weather-astra-xhigh-1h100-48h-20261024f) |
-| protein-design | 1 | [Files](tasks/protein-design/protein-design-astra-xhigh-1h100-48h-20261022a) | superseded by the corrected trial
+| protein-design | 1 | [Files](tasks/protein-design/protein-design-astra-xhigh-1h100-48h-20261022a) · superseded by the corrected trial |
 | protein-design | 3 | [Files](tasks/protein-design/protein-design-astra-xhigh-1h100-48h-20261027a) |
 | protein-folding-prediction | 18 | [Files](tasks/protein-folding-prediction/protein-folding-prediction-astra-xhigh-1h100-48h-20261020b) |
 | protein-sequence-modeling | 58 | [Files](tasks/protein-sequence-modeling/protein-sequence-modeling-astra-xhigh-1h100-48h-20261022a) |
+| protein-sequence-modeling | 9 | [Files](tasks/protein-sequence-modeling/protein-sequence-modeling-astra-xhigh-1h100-48h-20261031a) · fresh trial after the fairness review |
 | single-cell-perturbation-prediction | 17 | [Files](tasks/single-cell-perturbation-prediction/single-cell-perturbation-prediction-astra-xhigh-1h100-48h-20261020b) |
 | surface-code-decoding | 45 | [Files](tasks/surface-code-decoding/surface-code-decoding-astra-xhigh-1h100-48h-20261020b) |
 | timeseries-forecasting | 53 | [Files](tasks/timeseries-forecasting/timeseries-forecasting-astra-xhigh-1h100-48h-20261022a) |
@@ -72,13 +75,18 @@ to inspect this archive; use the benchmark's isolated evaluation environment.
 ## Interpretation and limitations
 
 All runs used one accessible H100 and 48 hours of charged research time. All tasks except
-Tokamak, Disease, and Earth were run with reduced CPU/RAM/GPU allocations relative to their
-pinned eight-GPU task configurations; those three match the original one-GPU research
+Tokamak, Disease, Earth, and BCI were run with reduced CPU/RAM/GPU allocations relative to their
+pinned eight-GPU task configurations; those four match their tasks' one-GPU research
 requests at their recorded source commits. Runs were interrupted and resumed (operator
 pauses, Beaker preemptions, one shared-storage outage); preserving the clock does not
 reproduce uninterrupted computation. The fairness review under `reviews/` quantifies the
-operator-caused losses per task and names the trials judged materially unfair; fresh
-trials of those tasks are being run and will be added as separate run directories.
+operator-caused losses per task and names the trials judged materially unfair. Fresh
+trials of those tasks were run from scratch (new session, same images, data, and budget) and
+are added as separate run directories next to the retained first trials, as each fresh
+history is fully scored: Protein Sequence (run 20261031a) is included; Weather, Genome,
+Atomistic Materials, and Mass Spectrometry will follow. Brain-computer interface decoding
+(BCI), the nineteenth task, ran once at its native budget; its five tracks are scored and
+plotted separately.
 Beaker execution uses documented isolation/resource adaptations and may grant more
 RAM than requested. Published baseline lines are reference measurements, not equal-
 budget human trials. Missing or incompatible baselines are explicitly omitted.