Design
AI & UX
Overview

AI & UX

We are shifting from Command-based interactions (clicking buttons) to Intent-based interactions (stating goals). My work focuses on designing this bridge - ensuring that when we hand over the wheel to an algorithm, we don't lose the map.

AI is not a feature; it is a new material. Designing with it requires understanding its grain, its hallucinations, and its profound capability to surprise.

"The strict division between Human and Machine is dissolving." - Studio Manifesto

The Studio of Two

Agentic UX & Collaborative Systems

I design interfaces where the AI acts as a collaborator, not just a tool. In this model, the Human provides the "Why" (Ethics, Purpose, Constraints), and the Agent provides the "How" (Logic, Execution, Scale).

This partnership requires more than just a chat box. It demands shared memory, context awareness, and trust calibration. It is about moving from "using" software to "working with" an agent.

It is not vibe coding, it is Agentic Design. A quick but well done prompt may be enough for quick explorations, but for complex problems, context is king.

(Built by the Studio of Two: Meechi)

Rapid Prototyping & Discovery

High-Fidelity Exploration

I use AI to accelerate the specific phase where it shines most: Prototyping. It allows me to test a logic flow with a functional prototype in minutes, instead of static mockups. This means we fail faster, learn quicker, and move to production with validated meaningful interactions.

Custom Made Tools

The Digital Artisan

Just as 3D printers revolutionized manufacturing, AI is enabling me to build my own tools. I no longer rely on generic SaaS products that lock away my data. I build bespoke software, tailored exactly to my workflow. I am no longer just a user; I am a builder.

(Read more: Breaking the Limiter)

Feel free to check other areas of my page to learn more about me and don't hesitate to connect.

© 2026 Luis Kobayashi
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