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Published November 23, 2025 | Version v1
Preprint Open

Operator-Level Prompting as Soft Behavioural Control in LLMs: Evidence from a 7.4× Manifold Compression

Authors/Creators

  • 1. HelixScribe AI, United Kingdom

Files

Reducing LLM Instruction Drift with a Prompt Interaction Framework_ A 7.4× Behavioural Compression (7).pdf

Files (1.1 MB)

Additional details

Dates

Issued
2025-11-23
First public release of the preprint.