Aydın Tiryaki

How I write my articles? Step 18: Semantic Polishing (Manual Touch)

Aydın Tiryaki (2026)

Regardless of how perfect a text produced by AI and put through linguistic consolidation may seem, it requires a final process of “human polishing.” This stage is the manual intervention phase where the author infuses their ideological stance, linguistic sensitivity, and narrative style into every cell of the text.

I. The Author’s Perspective: The Power of Words and Simplification

When the author sits at their desk in Ankara, they examine the text with the precision of a surgeon. Gemini, advanced as it may be, might sometimes insist on using archaic terms like “vatandaş” or other words the author does not prefer. At this point, the author establishes sovereignty and replaces these words with modern, pure Turkish equivalents like yurttaş.

The author’s decades of experience impose the principle of “simplicity”—which AI sometimes avoids—onto the text. Unnecessary decorations, flowery expressions, and “artificial” transitions are weeded out. A direct and sincere narrative originating from life is prioritized. This manual touch transforms the article from an algorithmic output into an authentic work carrying the author’s soul and voice.

II. AI Analysis: Cognitive Filtering and Style Alignment

Step 18 is the phase where the “statistically best” provided by the AI is replaced by the author’s “emotional and mental best.” During this process, the following values are generated:

  • Terminological Precision: Instead of the AI’s generic word choices, the author’s specific vocabulary (e.g., using yurttaş instead of “vatandaş”) dominates the text. This strengthens the semantic link between the text and the author.
  • Fluidity and Rhythm: AI can construct sentences correctly but cannot always catch the author’s unique rhythm. Manual intervention elevates the readability quality (Step 5) to the highest level.
  • The Human Seal: This stage is the technical way of telling the AI, “I am the boss here.” The author’s selective preference over every single word is the certification of the article’s originality.


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? ░

Aydın'ın dağarcığı

Hakkında

Aydın’ın Dağarcığı’na hoş geldiniz. Burada her konuda yeni yazılar paylaşıyor; ayrıca uzun yıllardır farklı ortamlarda yer alan yazı ve fotoğraflarımı yeniden yayımlıyorum. Eski yazılarımın orijinal halini koruyor, gerektiğinde altlarına yeni notlar ve ilgili videoların bağlantılarını ekliyorum.
Aydın Tiryaki

Ara

Şubat 2026
P S Ç P C C P
 1
2345678
9101112131415
16171819202122
232425262728