Read next because GCVE: A Decentralized Model for Vulnerability Identification, Publication, and Operational Enrichment overlaps with clean result "Training one persona to emit a [ZLT] marker without bystanders adopting it has a one-cell-wide LR x epochs window on Qwen2.5-7B-Instruct (LOW confidence)", experiment "Implement Chen et al. persona-vector extraction recipe and compare to project's centroid-difference recipe", experiment "Add C2 control arm (donor sees marker_B without marker_A) to disambiguate paired-marker binding from marker_B leaking alone". Matching terms: source, implement, control, without, model. Source: arxiv cs.CR (Cryptography and Security).