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.

Rule Boundary Slice

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

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

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

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

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

SELECTED SLICE · Signal Pattern Variety

This is a coverage-oriented interface slice, not a benchmark or representative statistical sample.

shared-descriptors · same-category · same-temperature · shared-feelings · shared-context-language · same-sound-label

shared-descriptors · same-category · same-temperature · shared-feelings · shared-context-language

shared-descriptors · same-category · same-temperature · shared-feelings · same-texture-label

shared-descriptors · same-category · same-temperature · shared-context-language · same-texture-label

shared-descriptors · same-category · same-temperature · shared-feelings

shared-descriptors · same-category · same-temperature · shared-context-language

shared-descriptors · same-category · shared-feelings · shared-context-language