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Masahiko-O / Persona-Reference-Attention-Cross-Over-Trigger

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Persona drift prevention via named-subject attention. Preprint by Masahiko.O (2026).

attention-mechanism pract large-language-models llm prompt-engineering drift-prevention prompt-protocol zenodo-preprint persona-reference-attention-cross-over-trigger persona-drift-prevention cross-over-trigger named-subject-construction persona-reference-attention attention-decay-mitigation long-form-session-stability
  • Updated May 12, 2026

Masahiko-O / Convergence-Multi-Layer-Distribution-Prompting

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Multi-layer probability distribution control for creative LLM output. Preprint by Masahiko.O (2026).

les large-language-models llm prompt-engineering cmdp prompt-protocol autonomous-expression zenodo-preprint convergence-multi-layer-distribution-prompting probability-distribution-control liberation-exploration-syntax convergence-redistribution multi-layer-bias incongruity-driven-amplification typicality-bias-mitigation
  • Updated May 12, 2026

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