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-13401

Empirical cdf supremum: The discrepancy is measured between simultaneous equal-value jumps. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13402

Empirical cdf supremum: The discrepancy is measured between simultaneous equal-value jumps. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13403

Empirical cdf supremum: The discrepancy is measured between simultaneous equal-value jumps. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13404

Empirical cdf supremum: The discrepancy is measured between simultaneous equal-value jumps. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13405

Empirical cdf supremum: The discrepancy is measured between simultaneous equal-value jumps. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13406

Empirical cdf supremum: The final cumulative discrepancy overwrites earlier maxima. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13407

Empirical cdf supremum: The final cumulative discrepancy overwrites earlier maxima. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13408

Empirical cdf supremum: The final cumulative discrepancy overwrites earlier maxima. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13409

Empirical cdf supremum: The final cumulative discrepancy overwrites earlier maxima. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13410

Empirical cdf supremum: The final cumulative discrepancy overwrites earlier maxima. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13411

Empirical cdf supremum: Each distinct support value receives one count regardless of duplicates. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13412

Empirical cdf supremum: Each distinct support value receives one count regardless of duplicates. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13413

Empirical cdf supremum: Each distinct support value receives one count regardless of duplicates. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13414

Empirical cdf supremum: Each distinct support value receives one count regardless of duplicates. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13415

Empirical cdf supremum: Each distinct support value receives one count regardless of duplicates. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13416

Empirical cdf supremum: Cumulative support is traversed by magnitude. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13417

Empirical cdf supremum: Cumulative support is traversed by magnitude. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13418

Empirical cdf supremum: Cumulative support is traversed by magnitude. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13419

Empirical cdf supremum: Cumulative support is traversed by magnitude. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13420

Empirical cdf supremum: Cumulative support is traversed by magnitude. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13421

Empirical transport distance: The CDF discrepancy is summed without interval width. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13422

Empirical transport distance: The CDF discrepancy is summed without interval width. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13423

Empirical transport distance: The CDF discrepancy is summed without interval width. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13424

Empirical transport distance: The CDF discrepancy is summed without interval width. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13425

Empirical transport distance: The CDF discrepancy is summed without interval width. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13426

Empirical transport distance: Area uses the CDF state before its left-boundary jumps. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13427

Empirical transport distance: Area uses the CDF state before its left-boundary jumps. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13428

Empirical transport distance: Area uses the CDF state before its left-boundary jumps. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13429

Empirical transport distance: Area uses the CDF state before its left-boundary jumps. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13430

Empirical transport distance: Area uses the CDF state before its left-boundary jumps. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13431

Empirical transport distance: Signed CDF differences cancel before absolute value. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13432

Empirical transport distance: Signed CDF differences cancel before absolute value. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13433

Empirical transport distance: Signed CDF differences cancel before absolute value. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13434

Empirical transport distance: Signed CDF differences cancel before absolute value. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13435

Empirical transport distance: Signed CDF differences cancel before absolute value. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13436

Empirical transport distance: Squared CDF difference replaces absolute discrepancy. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13437

Empirical transport distance: Squared CDF difference replaces absolute discrepancy. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13438

Empirical transport distance: Squared CDF difference replaces absolute discrepancy. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13439

Empirical transport distance: Squared CDF difference replaces absolute discrepancy. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13440

Empirical transport distance: Squared CDF difference replaces absolute discrepancy. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13441

Empirical transport distance: Only the support diameter is used as the transport distance. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13442

Empirical transport distance: Only the support diameter is used as the transport distance. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13443

Empirical transport distance: Only the support diameter is used as the transport distance. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13444

Empirical transport distance: Only the support diameter is used as the transport distance. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13445

Empirical transport distance: Only the support diameter is used as the transport distance. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13446

Empirical transport distance: The largest interval contribution replaces integrated area. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13447

Empirical transport distance: The largest interval contribution replaces integrated area. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13448

Empirical transport distance: The largest interval contribution replaces integrated area. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13449

Empirical transport distance: The largest interval contribution replaces integrated area. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13450

Empirical transport distance: The largest interval contribution replaces integrated area. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13451

Empirical transport distance: Support gaps are forced to at least one even after normalization. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13452

Empirical transport distance: Support gaps are forced to at least one even after normalization. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13453

Empirical transport distance: Support gaps are forced to at least one even after normalization. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13454

Empirical transport distance: Support gaps are forced to at least one even after normalization. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13455

Empirical transport distance: Support gaps are forced to at least one even after normalization. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13456

Empirical transport distance: Integrated cost is divided by support span. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13457

Empirical transport distance: Integrated cost is divided by support span. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13458

Empirical transport distance: Integrated cost is divided by support span. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13459

Empirical transport distance: Integrated cost is divided by support span. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13460

Empirical transport distance: Integrated cost is divided by support span. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13461

Retractable central summary: Insertion squares the old-center residual instead of multiplying old and new residuals. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13462

Retractable central summary: Insertion squares the old-center residual instead of multiplying old and new residuals. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13463

Retractable central summary: Insertion squares the old-center residual instead of multiplying old and new residuals. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13464

Retractable central summary: Insertion squares the old-center residual instead of multiplying old and new residuals. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13465

Retractable central summary: Insertion squares the old-center residual instead of multiplying old and new residuals. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13466

Retractable central summary: Insertion updates its center using the old count. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13467

Retractable central summary: Insertion updates its center using the old count. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13468

Retractable central summary: Insertion updates its center using the old count. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13469

Retractable central summary: Insertion updates its center using the old count. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13470

Retractable central summary: Insertion updates its center using the old count. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13471

Retractable central summary: Retraction adds the removed observation into the updated total. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13472

Retractable central summary: Retraction adds the removed observation into the updated total. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13473

Retractable central summary: Retraction adds the removed observation into the updated total. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13474

Retractable central summary: Retraction adds the removed observation into the updated total. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13475

Retractable central summary: Retraction adds the removed observation into the updated total. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13476

Retractable central summary: Retraction keeps the old mean denominator. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13477

Retractable central summary: Retraction keeps the old mean denominator. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13478

Retractable central summary: Retraction keeps the old mean denominator. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13479

Retractable central summary: Retraction keeps the old mean denominator. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13480

Retractable central summary: Retraction keeps the old mean denominator. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13481

Retractable central summary: Retraction adds instead of subtracting its scatter contribution. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13482

Retractable central summary: Retraction adds instead of subtracting its scatter contribution. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13483

Retractable central summary: Retraction adds instead of subtracting its scatter contribution. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13484

Retractable central summary: Retraction adds instead of subtracting its scatter contribution. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13485

Retractable central summary: Retraction adds instead of subtracting its scatter contribution. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13486

Retractable central summary: The retraction correction squares the residual about the old center. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13487

Retractable central summary: The retraction correction squares the residual about the old center. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13488

Retractable central summary: The retraction correction squares the residual about the old center. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13489

Retractable central summary: The retraction correction squares the residual about the old center. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13490

Retractable central summary: The retraction correction squares the residual about the old center. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13491

Retractable central summary: The state resets when one surviving observation still remains. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13492

Retractable central summary: The state resets when one surviving observation still remains. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13493

Retractable central summary: The state resets when one surviving observation still remains. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13494

Retractable central summary: The state resets when one surviving observation still remains. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13495

Retractable central summary: The state resets when one surviving observation still remains. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13496

Retractable central summary: A removal incorrectly increments the active population count. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13497

Retractable central summary: A removal incorrectly increments the active population count. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13498

Retractable central summary: A removal incorrectly increments the active population count. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13499

Retractable central summary: A removal incorrectly increments the active population count. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13500

Retractable central summary: A removal incorrectly increments the active population count. · 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 ↗