Creativity · Science · AI · Tech
Where rigorous thinking meets liquid imagination.
I'm Carey Chou. I work where creativity, design, science, and human-centered AI meet — turning rigorous ideas into things people can understand and feel, and keeping the human at the center of the machine.
Science & Writing
Essays on AI systems — how rules, ML, GenAI and agents fit together; how to know an answer is good enough to act on; digital twins of expertise. Authored as HTML here, published in full fidelity to Medium.
Browse essays →Creative & AI Art
A studio for AI-assisted visual thinking — the liquid glass + flow concept, generative gradient fields, and interactive infographics that turn ideas into things you can feel.
Enter the gallery →The Science half
Recent writing
Codifying Implicit Decision Reasoning
Most codification captures the steps experts can write down. This recovers the layer underneath — the criteria, conditional weights and constraints that actually decide — so an agent reasons in new situations instead of imitating old ones.
Explore → Aug 2026 · EvaluationHow Do You Know an AI Answer Is Good Enough to Act On?
A good answer and a bad answer look identical — both fluent, both specific. Splitting "is this good?" into accuracy, consistency and efficiency, each anchored outside the model.
Read → Jul 2026 · Framework · InteractiveThe AI Cognitive Quadrant
A map for where rules, ML, GenAI and agents actually fit — and what each one asks of the people around it. An interactive piece you can explore.
Explore → Jun 2026 · Digital TwinsFrom Digital Twin to Phygital Twin
Codifying process knowledge into agentic robotic process automation — where a codified workflow reasons at replay but never rewrites itself.
Read → May 2026 · Digital TwinsFrom Super Teammate to MetaTwin
Toward self-building digital twins of expertise — skills that spawn skills, and what it takes to keep them grounded in ground truth.
Read → Dec 2025 · Future of WorkThe New Human Roles of AI
Why boundaries, not models, define the future of work — the jobs that appear precisely because the models got good.
Read →The Creative half
Liquid glass & flow
The blend
One mind, four instruments.
I don't think creativity and rigor are opposites — the best work needs both. Science gives ideas structure; creativity gives them a shape people want to touch; AI is the studio and the collaborator; tech is how it ships. This site is where those four meet.