Thinking about AI systems, design, and operations.
How conversational AI becomes an intelligence system. The evolution from Pocket Moni to AiFred — from access to durable outputs.
Designing decision systems under real-world constraints. How AI can stabilize and clarify operations before attempting automation.
Designing AI that adapts to human reality. When optimization is the wrong goal and AI should empower instead.