From Prompt Surface to Cognitive Structure: Why Human-AI Interaction Cannot Be Reduced to Prompt Mapping
Human-AI interaction is often discussed through prompts. A person writes a prompt. AI produces a response. The response is judged,…
Structure-First Cognition
Identity and Stabilization in Human-AI Interaction: Why AI Response Needs Continuity Before Output
Human-AI interaction does not become stable simply because an answer is produced. A response can be fluent, useful, and well-formed…
Why Third Organism Exists: The Origin of an Authored Human-AI Cognitive Architecture for Future-Scale Thinking
Third Organism was not created because artificial intelligence is useful. It was not created because AI can answer questions, summarize…