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A Better Gradient Diagnostic Did Not Mean a Better Minimum

Matched controls found no resolved final-energy gain from one projected quantum-optimizer direction.

Published Updated Story ID: mp-2026-09-21-016
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Summary

Matched controls found no resolved final-energy gain from one projected quantum-optimizer direction.

Tests on transverse-field Ising instances found that a projection method could improve a gradient-organization measure while worsening final energy. Controls matched on update norm and probe budget did not isolate a final-energy benefit from the projected direction.

Why it matters

Matched controls found no resolved final-energy gain from one projected quantum-optimizer direction.

Limits and context

  • Controls matched on update norm and probe budget did not isolate a final-energy benefit from the projected direction.

Key claims

  1. Matched controls found no resolved final-energy gain from one projected quantum-optimizer direction.

    Qualification: Controls matched on update norm and probe budget did not isolate a final-energy benefit from the projected direction.

    Evidence: source-2026-09-21-018

Sources

  1. arXiv preprint 2609.21243arXiv · primary research

Corrections

No corrections have been recorded for this story.