Counterexample CE-DS-POP-WASTED-CELLS-001

What it falsifies

A first-order stationary population profiled-Ds quantizer has pairwise-distinct efficient-projected centroids, so its cells can always be recovered from a common efficient-semimetric nearest-cell rule.

CE-DS-POP-WASTED-CELLS-001: labels before, 8 atoms in 4 cells-2-1012-202score 1score 2
Labels before
CE-DS-POP-WASTED-CELLS-001: labels after / optimum, 8 atoms in 4 cells-2-1012-202score 1score 2
Labels after / optimum
  • Cell 0
  • Cell 1
  • Cell 2
  • Cell 3
Atoms of CE-DS-POP-WASTED-CELLS-001
AtomWeightScore 1Score 2Cell beforeCell after
11/8-3100
21/8-3-111
31/8-1200
41/8-1-211
51/81122
61/81-133
71/83222
81/83-233

Consequences

  • population stationarity does not force pairwise-distinct projected centroids: the partition satisfies its own efficient-semimetric nearest-cell rule everywhere (with ties) yet no such rule can separate the coincident-centroid cell pairs

  • stationary Ds partitions can carry profiled-information-free cells; the deployability characterization must merge coincident projected centroids

  • the same symmetry argument applies verbatim to any nuisance-sign-symmetric atomless law: the fixture is the exact quadrature verification of the population construction

How it was verified

Method: exact rational computation over the 8-atom symmetric quadrature law.

Reproduced by py/ds_population_bridge.py degenerate. Regression: tests/test_research_claims.py::test_symmetric_wasted_cells_defeat_the_efficient_semimetric_rule.

Claims that cite it

Recorded 28 August 2026. The fixture as JSON.