Practical guides, research reports, system designs, and working notes. Pick a subject and keep a useful reference close by.
Guide · AI Native
A Korean-language field guide built from the questions that kept returning in the AI Native Club. Ten practical answers spanning first steps, tools, cost, automation, security, and career.
Report · AX talent
A Korean-language report on what one hiring-linked work audition reveals about Korea's AI talent market. Companies are selecting for people who finish ambiguous work with AI — not AI specialists.
Tutorial · AI film
One YouTube video and my own voice became a 69-second film about my life. Story, characters, imagery, narration, voice cloning, video generation, final mix — every real prompt, setting, cost, and failure. KO·EN.
Translation · AI scenario
The AI 2027 team's 'good ending' — an international deal that delays superintelligence to 2040. Start with the 5-minute digest, then toggle to the unofficial full translation with all 157 footnotes.
Report · AI memory
An independent, architecture-first survey of the AI-memory landscape — Mem0, Letta, Zep, Onyx, and model-native memory measured against what real work needs: decisions, risks, open questions. The gap is the opportunity.
System architecture
A bidirectional content engine that pulls public writing into one knowledge graph, then drafts new work back out. The full architecture — ingestion to retrieval.
