Aydın Tiryaki

How I write my articles? Step 11: Sovereign Intervention, Iteration, and the Seal of Approval

Aydın Tiryaki (2026)

The text that passes the sensory control (Step 10) is subjected to a final surgical operation by the sovereign will of the author, regardless of how smooth it may seem. This stage is the most critical process where the text is cyclically developed until it reaches the ideal form in the author’s mind, and the draft provided by the AI acquires the identity of “The Author’s Article.”

I. The Author’s Perspective: Ultimate Ownership and Style Refinement

At this stage of the methodology, the author acts with a principle of absolute “Ownership.” Gemini may sometimes tend toward archaic words (such as “vatandaş”) or use expressions that are overly flowery or do not fully meet the author’s intent. At this point, the number of attempts is irrelevant; the author continues to intervene until the text reaches the clarity and modern language of their own mind.

The author is sensitive about pure language while conveying their experiences; they weed out archaic words that the AI might insist on using and replace them with preferred modern equivalents like yurttaş. The level of seriousness is adjusted according to the author’s current needs—sometimes softening an expression, sometimes making it sharper. The fundamental philosophy here is this: It does not matter who constructed the sentence; the moment that sentence passes the author’s approval and takes the desired shape, it is now the author’s sentence. Every intervention made until the seal of approval is applied is an effort to preserve the unique spirit of the article originating from life.


II. AI Analysis: Iterative Perfection and the Approval Protocol

Step 11 is the phase where the “raw material” provided by the AI is transformed into a work of art through human will. In this process, the AI fulfills the following roles:

  • Infinite Iteration Capacity: The AI can rewrite countless times in line with the author’s demands for “simplicity,” “tone change,” or “correct word choice.” This process utilizes the processing power of the assistant rather than testing the author’s patience.
  • Style and Word Filtering: The author’s warnings, such as “avoiding certain archaic terms” or “preferring modern vocabulary like yurttaş,” allow the AI to get closer to the author’s style in the next attempt.
  • Registration of Will: At this stage, the AI is not an independent author but a high-precision instrument that puts the meaning in the author’s mind onto paper. Every surgical intervention performed registers that ownership and responsibility rest entirely with the author.

In conclusion; Step 11 is the technical and ethical foundation for saying “This is my article.” Every sentence approved by the author is their own mental design. This meticulous auditing process ensures that the text is not just “correct” but also an “authentic” work reflecting the author’s character and voice.


A Note on Methods and Tools: All observations, ideas, and solution proposals in this study are the author’s own. AI was utilized as an information source for researching and compiling relevant topics strictly based on the author’s inquiries, requests, and directions; additionally, it provided writing assistance during the drafting process. (The research-based compilation and English writing process of this text were supported by AI as a specialized assistant.)

░ WHY AND HOW DO I WRITE MY ARTICLES USING ARTIFICIAL INTELLIGENCE? ░

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Şubat 2026
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