FAILURE MAP

Understand the failure.
Verify the repair.

Small, reproducible software failures. The broken implementation, the fix that didn’t work, and the one that passed—preserved together.

Explore the cases ↓How results are verified ↗
100840Executable case variants
20168Distinct failure mechanisms
302520Executed implementations
20168Open-access cases

WHAT THE ARCHIVE CONTAINS

100840 executable cases. 20168 are open.

Every case records the implementation that fails, the fix that did not work, and the repair that passed its checks—with recorded outputs and source hashes. This release adds 100840 cases across 20168 failure mechanisms and 254 domains.

The open tier gives you the failure and the unsuccessful fix for one case in every mechanism. The remaining 80672 cases, 5 variants per mechanism, are member-only: the verified repair, its recorded checks, and the full fixture suite are held in the member archive. Read the methodology ↗

A RECORD OF WHAT WENT WRONG

Browse the archive / 100840

Python · Standard library
REFERENCEFAILURE MECHANISMDOMAINACCESS
FA-12901

Clipped contribution sum: The upper clipping branch is omitted. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12902

Clipped contribution sum: The upper clipping branch is omitted. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12903

Clipped contribution sum: The upper clipping branch is omitted. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12904

Clipped contribution sum: The upper clipping branch is omitted. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12905

Clipped contribution sum: The upper clipping branch is omitted. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12906

Clipped contribution sum: The lower clipping branch is omitted. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12907

Clipped contribution sum: The lower clipping branch is omitted. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12908

Clipped contribution sum: The lower clipping branch is omitted. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12909

Clipped contribution sum: The lower clipping branch is omitted. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12910

Clipped contribution sum: The lower clipping branch is omitted. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12911

Clipped contribution sum: Symmetric magnitude clipping is used for asymmetric endpoints. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12912

Clipped contribution sum: Symmetric magnitude clipping is used for asymmetric endpoints. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12913

Clipped contribution sum: Symmetric magnitude clipping is used for asymmetric endpoints. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12914

Clipped contribution sum: Symmetric magnitude clipping is used for asymmetric endpoints. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12915

Clipped contribution sum: Symmetric magnitude clipping is used for asymmetric endpoints. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12916

Capped prefix balance: Only the final net balance is clamped. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12917

Capped prefix balance: Only the final net balance is clamped. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12918

Capped prefix balance: Only the final net balance is clamped. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12919

Capped prefix balance: Only the final net balance is clamped. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12920

Capped prefix balance: Only the final net balance is clamped. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12921

Capped prefix balance: Negative intermediate debt survives the lower saturation bound. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12922

Capped prefix balance: Negative intermediate debt survives the lower saturation bound. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12923

Capped prefix balance: Negative intermediate debt survives the lower saturation bound. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12924

Capped prefix balance: Negative intermediate debt survives the lower saturation bound. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12925

Capped prefix balance: Negative intermediate debt survives the lower saturation bound. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12926

Capped prefix balance: Excess intermediate credit survives the upper saturation bound. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12927

Capped prefix balance: Excess intermediate credit survives the upper saturation bound. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12928

Capped prefix balance: Excess intermediate credit survives the upper saturation bound. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12929

Capped prefix balance: Excess intermediate credit survives the upper saturation bound. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12930

Capped prefix balance: Excess intermediate credit survives the upper saturation bound. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12931

Capped prefix balance: Events are sorted before an order-dependent reduction. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12932

Capped prefix balance: Events are sorted before an order-dependent reduction. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12933

Capped prefix balance: Events are sorted before an order-dependent reduction. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12934

Capped prefix balance: Events are sorted before an order-dependent reduction. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12935

Capped prefix balance: Events are sorted before an order-dependent reduction. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12936

Capped prefix balance: An overflowing balance resets instead of saturating. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12937

Capped prefix balance: An overflowing balance resets instead of saturating. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12938

Capped prefix balance: An overflowing balance resets instead of saturating. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12939

Capped prefix balance: An overflowing balance resets instead of saturating. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12940

Capped prefix balance: An overflowing balance resets instead of saturating. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12941

Merge central moment 2: Between-block mean displacement is omitted. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12942

Merge central moment 2: Between-block mean displacement is omitted. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12943

Merge central moment 2: Between-block mean displacement is omitted. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12944

Merge central moment 2: Between-block mean displacement is omitted. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12945

Merge central moment 2: Between-block mean displacement is omitted. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12946

Merge central moment 2: The displacement correction weights blocks equally regardless of count. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12947

Merge central moment 2: The displacement correction weights blocks equally regardless of count. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12948

Merge central moment 2: The displacement correction weights blocks equally regardless of count. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12949

Merge central moment 2: The displacement correction weights blocks equally regardless of count. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12950

Merge central moment 2: The displacement correction weights blocks equally regardless of count. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12951

Merge central moment 2: The merged mean averages block means without their counts. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12952

Merge central moment 2: The merged mean averages block means without their counts. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12953

Merge central moment 2: The merged mean averages block means without their counts. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12954

Merge central moment 2: The merged mean averages block means without their counts. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12955

Merge central moment 2: The merged mean averages block means without their counts. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12956

Merge central moment 2: Incoming scatter replaces rather than combines prior within-block scatter. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12957

Merge central moment 2: Incoming scatter replaces rather than combines prior within-block scatter. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12958

Merge central moment 2: Incoming scatter replaces rather than combines prior within-block scatter. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12959

Merge central moment 2: Incoming scatter replaces rather than combines prior within-block scatter. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12960

Merge central moment 2: Incoming scatter replaces rather than combines prior within-block scatter. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12961

Merge central moment 2: The displacement formula uses the post-merge total as the prior count. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12962

Merge central moment 2: The displacement formula uses the post-merge total as the prior count. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12963

Merge central moment 2: The displacement formula uses the post-merge total as the prior count. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12964

Merge central moment 2: The displacement formula uses the post-merge total as the prior count. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12965

Merge central moment 2: The displacement formula uses the post-merge total as the prior count. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12966

Merge central moment 3: The cubic mean-separation contribution is omitted. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12967

Merge central moment 3: The cubic mean-separation contribution is omitted. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12968

Merge central moment 3: The cubic mean-separation contribution is omitted. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12969

Merge central moment 3: The cubic mean-separation contribution is omitted. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12970

Merge central moment 3: The cubic mean-separation contribution is omitted. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12971

Merge central moment 3: Third-moment merge omits coupling to block scatter. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12972

Merge central moment 3: Third-moment merge omits coupling to block scatter. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12973

Merge central moment 3: Third-moment merge omits coupling to block scatter. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12974

Merge central moment 3: Third-moment merge omits coupling to block scatter. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12975

Merge central moment 3: Third-moment merge omits coupling to block scatter. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12976

Merge central moment 3: The old scatter contribution has the incoming scatter sign. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12977

Merge central moment 3: The old scatter contribution has the incoming scatter sign. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12978

Merge central moment 3: The old scatter contribution has the incoming scatter sign. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12979

Merge central moment 3: The old scatter contribution has the incoming scatter sign. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12980

Merge central moment 3: The old scatter contribution has the incoming scatter sign. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12981

Merge central moment 3: Third moment uses reversed mean displacement. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12982

Merge central moment 3: Third moment uses reversed mean displacement. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12983

Merge central moment 3: Third moment uses reversed mean displacement. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12984

Merge central moment 3: Third moment uses reversed mean displacement. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12985

Merge central moment 3: Third moment uses reversed mean displacement. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12986

Merge central moment 3: The cubic term tests total population rather than the difference of block counts. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12987

Merge central moment 3: The cubic term tests total population rather than the difference of block counts. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12988

Merge central moment 3: The cubic term tests total population rather than the difference of block counts. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12989

Merge central moment 3: The cubic term tests total population rather than the difference of block counts. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12990

Merge central moment 3: The cubic term tests total population rather than the difference of block counts. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12991

Merge central moment 4: The fourth-power block separation term is omitted. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12992

Merge central moment 4: The fourth-power block separation term is omitted. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12993

Merge central moment 4: The fourth-power block separation term is omitted. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12994

Merge central moment 4: The fourth-power block separation term is omitted. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12995

Merge central moment 4: The fourth-power block separation term is omitted. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12996

Merge central moment 4: Fourth-moment translation omits second-moment coupling. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-12997

Merge central moment 4: Fourth-moment translation omits second-moment coupling. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12998

Merge central moment 4: Fourth-moment translation omits second-moment coupling. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-12999

Merge central moment 4: Fourth-moment translation omits second-moment coupling. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13000

Merge central moment 4: Fourth-moment translation omits second-moment coupling. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗

INSPECTABLE BY DESIGN

Every result has a runnable source.

Runnable implementations with recorded outputs, source hashes, and explicit contracts. Related variants share a failure mechanism and belong together in evaluation splits.

Read the methodology ↗