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'highest good = 0' meant both 'only index 0 works' and 'nothing works', which are opposite diagnoses -- the first says oversampling, the second rules it out. Now reports the per-index map and says NONE explicitly. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>