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CHALLENGE LAB · EXPERIMENTAL

Stress the interface without pretending the slices are ground truth.

Challenge sets are deterministic inspection slices, not scientific ground truth, labels, training data or model benchmarks.

01EXPERIMENTAL

Rule Boundary Slice

Inspect candidates at the minimum visible-signal count currently admitted by the public heuristic.

Packets12
02EXPERIMENTAL

Many Visible Signals

Inspect candidates that happen to match the largest number of declared public signals in this release.

Packets1
03EXPERIMENTAL

Cross-Category Slice

Inspect how the heuristic behaves when candidate smells come from different public categories.

Packets0
04EXPERIMENTAL

Same-Category Slice

Inspect how the heuristic behaves when candidate smells share a public category.

Packets12
05EXPERIMENTAL

Signal Pattern Variety

Inspect a deterministic sample of distinct visible signal-kind combinations.

Packets7
SELECTED SLICE · Cross-Category Slice

Descriptive challenge set, not benchmark.

Category difference is descriptive context, not evidence for or against a relation.