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  - resonant-contraction
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  # D-RNA:Dual‑Helix Resonance Neural Architecture (DRNA)
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  D-RNA is a new neural architecture centered on a dual helix structure and a rotation field produced by RoPE.
 
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  - resonant-contraction
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  - resonant-projection-field
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+ ! Apology to Everyone (Important Notice) !
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+ First and foremost, I would like to offer my sincere apologies to everyone reading this. Regarding the “theoretical claims” about D-RANA published in this repository, particularly the claims concerning resonance, the content should be considered, from the current perspective, a “draft that is unverified and may contain errors.” I deeply apologize to everyone who trusted these descriptions for any misunderstandings that may have resulted. All of the following content is “hypothesis” “unverified,” and “draft.” ※ There is a possibility that my theoretical interpretation was incorrect. ※ This cannot be considered reliable evidence.
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+ Translated with DeepL.com (free version)
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+ ! 皆さまへのお詫び (重要なお知らせ) !
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+ まず最初に、ご覧の皆さまに率直にお詫び申し上げます 本リポジトリで公開している D-RANAに関する 「理論的主張」について、 特に 共鳴 に関する主張は 現在の視点では"未検証/誤りを含む草案"とすべき内容です 記述を信じてくださった皆さまに対し 誤解を招く結果となったことを深くお詫び申し上げます 以下の内容はすべて 「仮説」「未検証」「草案」 です ※ 理論的な解釈を誤っていた可能性があります ※ 信頼できるエビデンスとは言えません
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+ ---
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  # D-RNA:Dual‑Helix Resonance Neural Architecture (DRNA)
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  D-RNA is a new neural architecture centered on a dual helix structure and a rotation field produced by RoPE.