Auditable AI-Assisted Research Writing: An Engineering Discipline with Pre-Registered Process Observation

Language models now draft, classify and criticise inside research production, yet the artifacts they help produce carry little accountable history. Rather than detecting machine involvement afterwards, we specify an auditability discipline built at production time: git sealing with an anchor lineage...