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Bounded candidate breadth with exact model and revision identity.
Breadth discovers distinct solution paths. Audit localizes a public, verifiable error. Repair changes one bound step, re-audits descendants, and preserves unrelated step hashes. Consensus remains a proposal—not execution authority.
Bounded candidate breadth with exact model and revision identity.
Stop blind retries when recent branches add no new semantic direction.
Check concise public steps; hidden chain-of-thought is neither requested nor stored.
Replace one failed step, keep dependency topology, and re-audit downstream steps.
Plurality consensus without pretending agreement is correctness proof.
Hash-bound quality, recovery, regression, compute, privacy, and authority evidence.
No admitted aggregate patterns are available yet. The observatory remains fail-closed until Second Brain protected source is admitted and published.