TapSay
Use your voice to type, translate, and ask AI questions.
Semibot
Solves problems, keeps learning, builds its own knowledge base, and assists you around the clock.
Researcher
Engineer
Product Manager
Senior Executive
Now, I am an AI researcher focused on practical applications of artificial intelligence in work, health, and business.
Works
Open Source
super-survey
A general-purpose research skill for agents, and a constrained decision-optimization workflow. It supports product opportunities, markets, technical feasibility, open-source adoption, due diligence, policy, and strategy research.
vibe-cli-kit
A terminal setup kit for macOS, Linux, and WSL. It bundles the tools and configurations I use most, so setting up a new machine takes less work.
Writing
Rejecting AI Sycophancy: Reframing Open-Ended Research as Constrained Optimization
AI can easily follow a user's initial judgment instead of testing it. This paper turns open-ended research into a constrained decision process that can be challenged and revised by new evidence.
Give AI a Steering Wheel: Toward a Relaxed 150-Year Life
A talk that brings together what I have learned from working with AI: how to build practical workflows, bring AI into real business, and still make room for health, life, and long-term growth.