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- claim-1-population-excess-risk-characterization
- claim-2-optimal-regularization-proportional
- claim-3-deterministic-equivalent-fixed-point
- claim-4-optimal-regularization-sign-flip-noise
- claim-5-overparam-performativity-improves-risk
- claim-6-methods-provenance
- claim-7-failure-boundaries
- claim-99-fresh-independent-cpu-audit
- conclusion
- executive-summary
- 1.76 kB