Shortcuts Won’t Build AI Expertise: NeoKim’s 10 Concept Diagrams Expose What It Really Takes to Engineer Intelligence
In a sharply worded post on X, NeoKim opens up about his difficult journey through AI engineering, arguing that expertise cannot be reduced to hints or shortcuts. It highlights ten key concepts—from LLM fundamentals to AI agents and MCP—showing that real progress depends on the systems, workflows, and deep architecture powering advanced artificial intelligence. The…