Task gallery / Machine learning / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
Not recorded
Aggregate eligibility
Eligible version

The task

Reconciling a four-laptop meeting recording Last Wednesday's cross-team delivery sync (room 4B, ~40 minutes) was recorded four times at once: each of the four participants ran the meeting recorder on their own laptop, through their own USB headset microphone. Nobody started at the same instant, and none of the four laptops' audio sample clocks actually runs at its nominal rate — consumer ADC crystals sit at tens of …

Excerpt only; not a complete executable task specification. Task ID task_58621eb0f98a4892 · version 1. Selection status: not fully recorded.

Results by model and effort

This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.

Current evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Claude Opus 5 · default (unverified)0/10 · 0.0% [0.0%, 27.8%]5 / 100
GOOD_FAILURE: 5
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Difficulty, with uncertainty

Selected-best difficulty: 100.0% [72.2%, 100.0%]. This is one minus the best measured current-row pass rate among rows with at least five valid runs.

The maximum is selected from the observed rows, so the estimate is optimistic. Its Wilson interval is not adjusted for model selection. “Hard” requires qualifying GOOD_FAILURE evidence; the threshold flag additionally requires the interval and recorded quality gates to meet the documented rule. This is not independent validation. Threshold flag: yes.

Every recorded run

14 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.

Run / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
trial_dd55abb77d764964
oracle@@
Oct 8, 2026
console
1 · excludedsource_evidence_exclusionNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_c67b38dcc2c7455e
nop@@
Oct 8, 2026
console
0 · excludedsource_evidence_exclusionNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_3fc6a320dad74d6b
Claude Opus 5 · default (unverified)
Oct 8, 2026
console
0 · validNo diagnostic label
derived
Tokens: 95,860
Turns: 64
Cost: $7.2324
Not publicly available
trial_d315154fdded4c68
Claude Opus 5 · default (unverified)
Oct 8, 2026
console
0 · validNo diagnostic label
derived
Tokens: 106,403
Turns: 60
Cost: $7.0093
Not publicly available
trial_0a218fc4530f4294
Claude Opus 5 · default (unverified)
Oct 8, 2026
console
0 · validNo diagnostic label
derived
Tokens: 144,920
Turns: 57
Cost: $9.1329
Not publicly available
trial_160c8f92951143d1
Claude Opus 5 · default (unverified)
Oct 8, 2026
console
0 · validNo diagnostic label
derived
Tokens: 88,234
Turns: 37
Cost: $4.7444
Not publicly available
trial_cab0eba4cb764896
Claude Opus 5 · default (unverified)
Oct 8, 2026
console
0 · validNo diagnostic label
derived
Tokens: 103,027
Turns: 65
Cost: $6.9146
Not publicly available
trial_400e3b614ce94d90
nop@@
Oct 10, 2026
console
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_eeab53efeaa74613
oracle@@
Oct 10, 2026
console
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_6cd8277472b0491f
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 84,243
Turns: 44
Cost: $5.5489
Not publicly available
trial_85e5f4540a39408b
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 165,727
Turns: 79
Cost: $11.3330
Not publicly available
trial_9c146ec23bd948e1
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 60,384
Turns: 41
Cost: $3.9891
Not publicly available
trial_a4823973da434eae
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 61,999
Turns: 49
Cost: $4.2087
Not publicly available
trial_e9099118bb584987
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 84,087
Turns: 58
Cost: $5.8730
Not publicly available