Aydın Tiryaki (2026)
The process of article production is not merely about the author dictating a predetermined text; rather, it is a journey of discovery that evolves, reflects upon itself, and deepens during the act of writing. This stage explains how the dialogue established with artificial intelligence transforms into a “Socratic questioning” method and how it both expands and audits the content.
I. The Author’s Perspective: Triggered Memories and Questioning One’s Own Model
One of the most characteristic features of this methodology is its progression based on the principle of “one topic leading to another.” As the AI provides its own views or analyses on what the author describes, these feedbacks open new doors in the author’s mind.
In this process, the author does not merely develop a proposal; they place a rigorous analytical filter over the developed model. When a model is proposed, such as “If we do it this way, this problem will be solved,” the dialogue immediately evolves into an inquiry: “But what could be the drawbacks of this method? At what point might it fail?” While an innovative solution is presented on one hand, the potential negative aspects, risks, and implementation difficulties of that solution are honestly brought to the table on the other. This approach gives the author the chance to look at every subject from an impartial and broad perspective. A comment made by the AI can trigger a forgotten memory, an observation from life, or a critical technical experience that was not emphasized at that moment, transforming the article from a one-dimensional advocacy piece into an objective examination considered from all angles.
II. AI Analysis: AI as an Active “Sparring Partner” and Stress Test Mechanism
Step 7 is the phase where the AI ceases to be a passive notebook and becomes an active “Sparring Partner” and a “Stress Test” unit. This mutual interaction adds the following values to the content:
- Dialectical Integrity and Objectivity: The Socratic dialogue method enables the author to set aside their emotional bond with their own idea and establish a rational balance. Discussing the pros and cons of the proposed model simultaneously ensures that the content is constructed with academic honesty.
- Cognitive Triggering and Data Recovery: AI activates the “latent knowledge” within the author’s experience set. A determination made by the model creates a “meaningful association” in the author’s mind, allowing the article to evolve in an original and unexpected direction.
- Dynamic Content Auditing: As the dialogue progresses and new branches of ideas form around the main topic, the AI also questions the strength of these branches. This process ensures the production of realistic, applicable, and risk-managed models instead of claiming a “magic formula that solves everything.”
In conclusion; Step 7 makes AI a “reasoning partner” that pushes the author’s mental boundaries, both deepening and auditing them. Texts produced through the principle of “one topic leading to another” are living, breathing intellectual productions where an impartial perspective is maintained.
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 Tiryaki 