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A separate reviewer can offer useful independence, but if the generator controls the PASS flag and publishing gate, it may still self-approve. Make release contingent on independently stored reviewer evidence and a separate execution control that the content generator cannot override.

Local inspections catch file-level bugs while integration checks detect incompatibilities between otherwise valid components. That addresses a different part of the system, not the requirement to separate authoring from final release authority.

A complete audit needs traceable coverage. The proposed option cannot provide the specific “Use an independent release gate that validates reviewer evidence before publication” behavior that the case requires. Require evidence from a separately enforced release gate rather than letting the generator declare its own safety approval.

A reproducible approval must be tied to what was actually inspected. It would leave the stated need to resolve reviewer disagreements against authoritative evidence unresolved.

Independent judgments still need evidence-based adjudication. This capability does not directly resolve reviewer disagreements against authoritative evidence. Vulnerability exploitability scoring does not establish which factual source document is authoritative. Compare the documents' effective dates, scope and evidence and escalate conflicts.

Review independence needs common standards. The decisive requirement here is to resolve reviewer disagreements against authoritative evidence. A common review rubric alone cannot settle contradictory factual evidence from different documents. The reviewer must evaluate source authority and recency.

Breaking review into sections helps manage long codebases, but it does not test prompt-injection attacks in retrieved documents. Exercise adversarial untrusted-input scenarios, instruction hierarchy and tool authorization boundaries; partitioning can support that test but cannot replace it.

A reproducible approval must be tied to what was actually inspected. This alternative does not establish how to test the system against adversarial retrieved content in the stated workflow.

A model's subjective inspection is weaker than an executable type check for format. Although useful elsewhere, it is not the direct mechanism to test the system against adversarial retrieved content.

A combined report can contain each individually correct section yet still contradict itself on shared figures, dates or definitions. The proposed option cannot provide the specific “Partition review into bounded sections and reconcile cross-section dependencies afterward” behavior that the case requires. Review bounded sections for local defects, then run a separate consistency test across the assembled code.

A fresh independent context is less committed to the author's assumptions. That addresses a different part of the system, not the requirement to make large reviews thorough without losing integration context.

An adversarial injection check is important for untrusted sources, but the stated defect is repeated omission of code edge cases across a 3,000-line review. Split the inspection into manageable modules, verify each and reconcile cross-section dependencies afterward.

Security-oriented adversarial review is one quality check, but a PASS report without artifact revisions, tests or findings is not auditable. Produce a release receipt linked to the exact reviewed source, test outputs and defect resolutions so the decision can be independently examined.

Document-level correctness does not guarantee portfolio consistency. This alternative does not establish how to tie final approval to exact audited artifacts in the stated workflow.

A majority vote does not resolve contradictions in evidence quality. It would leave the stated need to tie final approval to exact audited artifacts unresolved.

Conflicting model opinions are not resolved by majority vote without factual evidence. Here, a single model drafts and certifies its own report without independent evidence checks. Separate drafting from a focused fact-checking pass over sources. Reviewer separation reduces self-confirmation and tests claims against evidence rather than style.

Local paragraph quality cannot guarantee the whole document is internally consistent. Here, a single model drafts and certifies its own report without independent evidence checks. Separate drafting from a focused fact-checking pass over sources. Reviewer separation reduces self-confirmation and tests claims against evidence rather than style.

Specialized review criteria produce more useful error discovery than redundant critique prompts. The direct remedy is “Separate drafting from a focused fact-checking pass over sources”, which the alternative does not itself accomplish. Reviewer separation reduces self-confirmation and tests claims against evidence rather than style.

Local paragraph quality cannot guarantee the whole document is internally consistent. The required action is “Reconcile differences by examining source support and assumptions”; the other measure addresses a separate concern. Conflicting model opinions are not resolved by majority vote without factual evidence.

Specialized review criteria produce more useful error discovery than redundant critique prompts. Here, two independent reviewers disagree about a technical claim. Reconcile differences by examining source support and assumptions. Conflicting model opinions are not resolved by majority vote without factual evidence.

A blind solve must not be contaminated by the answer it is meant to verify. The proposed option cannot provide the specific “Reconcile differences by examining source support and assumptions” behavior that the case requires. Conflicting model opinions are not resolved by majority vote without factual evidence.

Specialized review criteria produce more useful error discovery than redundant critique prompts. Here, a multi-pass workflow produces contradictory sections. Run a final cross-section consistency check before release. Local paragraph quality cannot guarantee the whole document is internally consistent.

A blind solve must not be contaminated by the answer it is meant to verify. The required action is “Run a final cross-section consistency check before release”; the other measure addresses a separate concern. Local paragraph quality cannot guarantee the whole document is internally consistent.

Versioned provenance is required to know which evidence supported a released decision. Here, a multi-pass workflow produces contradictory sections. Run a final cross-section consistency check before release. Local paragraph quality cannot guarantee the whole document is internally consistent.

A blind solve must not be contaminated by the answer it is meant to verify. The proposed option cannot provide the specific “Assign distinct checks such as facts, schema, coverage and safety” behavior that the case requires. Specialized review criteria produce more useful error discovery than redundant critique prompts.

Versioned provenance is required to know which evidence supported a released decision. The direct remedy is “Assign distinct checks such as facts, schema, coverage and safety”, which the alternative does not itself accomplish. Specialized review criteria produce more useful error discovery than redundant critique prompts.

Reviewer separation reduces self-confirmation and tests claims against evidence rather than style. Here, a review architecture repeats the same generic critique five times. Assign distinct checks such as facts, schema, coverage and safety. Specialized review criteria produce more useful error discovery than redundant critique prompts.

Versioned provenance is required to know which evidence supported a released decision. Here, an evaluator has access to the author key while supposedly blind-solving a multiple-choice case. Hide original keys and rationales from the independent answer attempt. A blind solve must not be contaminated by the answer it is meant to verify.

Reviewer separation reduces self-confirmation and tests claims against evidence rather than style. The direct remedy is “Hide original keys and rationales from the independent answer attempt”, which the alternative does not itself accomplish. A blind solve must not be contaminated by the answer it is meant to verify.

Conflicting model opinions are not resolved by majority vote without factual evidence. The required action is “Hide original keys and rationales from the independent answer attempt”; the other measure addresses a separate concern. A blind solve must not be contaminated by the answer it is meant to verify.

Reviewer separation reduces self-confirmation and tests claims against evidence rather than style. Here, an auditor cannot trace edits back to the specific source version. Capture artifact hashes and source IDs in the review ledger. Versioned provenance is required to know which evidence supported a released decision.

Conflicting model opinions are not resolved by majority vote without factual evidence. The proposed option cannot provide the specific “Capture artifact hashes and source IDs in the review ledger” behavior that the case requires. Versioned provenance is required to know which evidence supported a released decision.

Local paragraph quality cannot guarantee the whole document is internally consistent. Here, an auditor cannot trace edits back to the specific source version. Capture artifact hashes and source IDs in the review ledger. Versioned provenance is required to know which evidence supported a released decision.