de-AI-writing

Removing AI writing traces while preserving author voice requires faithful rewriting that eliminates AI cues without adding facts. This process audits AI-laden markers and controls pronoun density to maintain original structural integrity.

Common AI text markers in Chinese long-form prose include template scaffolds, second-person pronoun abuse, and AI-laden structural cues. AI text cleaning targets these markers to purify text while retaining authorial voice and core information.

Yes, de-AI rewriting supports structure-preserving translation by applying strict translation guardrails. It ensures translated output retains structural fidelity and original author style while removing AI-generated template cues.

Style rewrite patching differs from complete rewrites by applying targeted edits rather than regenerating text. It loads style-base and style-dna references to audit AI traces and patch sections, ensuring high fidelity to the original draft.

AI text cleaning works for technical writing and style auditing across long-form Chinese prose. It applies strict constraints on second-person usage and template cues, providing auditable traces to verify removal of AI hints.