Add rank-one operator norm boundedness bridge#8
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Constraint: local workflow required theory extraction, Plan-Execute, review gates, and docs sync before closeout Rejected: bundle centered bounds, measurability, integrability, or PSD nullspace converse | kept this PR to one concept cluster Confidence: high Scope-risk: narrow Directive: next safe task is RM-centered-operator-norm-bound Tested: lake build; lake test; lake build HighDimProbJudge; python scripts/judge_policy_check.py; git diff --check Not-tested: upstream CI
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Summary
rankOneOperatorNorm_le_vectorSqNormfor||v vᵀ||op <= ||v||₂²BoundedOperatorNormandPointwiseOperatorNormBoundRM-centered-operator-norm-boundScope
Testing
lake buildlake testlake build HighDimProbJudgepython scripts/judge_policy_check.pygit diff --checkHighDimProb,HighDimProbTest,HighDimProbJudge