Subliminal Prompting Beyond Static Geometry: Causal Depth and Multi-Token Confounds

arXiv:2609.19149 · cs.CL, cs.LG · Submitted 2026-07-20 · Read on arXiv

cs.CL, cs.LG

Submitted: 2026-07-20

Updated: 2026-07-20

Comments: 7 pages, 3 figures, 5 tables. Preprint

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• AUC — 2× in this paper · explained in 2 episodes
• Entanglement — 1× in this paper · explained in 3 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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