After writing a few notes on this topic, I wanted to step back and trace the path this project has taken so far.
AI Assistant + Coach
It started as two things. An AI Assistant that helped execute tasks. A Coach that understood your goals, monitored your behavior, and gave suggestions.
One could act but couldn't think. The other could think but couldn't act.
Personal Emulator → Digital Twin
The natural idea was to merge them. Let AI understand your personality, goals, and behavior patterns — and complete things the way you would.
Built a Personal Emulator, which evolved into a Digital Twin — soul extraction, personality modeling, data source integration from multiple platforms.
BetterMe
After building it, a question started forming: when a digital twin can fully replace your skills, what's left for the person?
Starting from a humanist perspective — the hope is that the agent can replace the current you, while simultaneously helping you evolve. That's BetterMe.
Now I work with an agent daily. I provide judgment, it extracts patterns from my judgment and helps me articulate my own methodology.
The days when humans don't need to work may not be far off. But the joy of working with your own hands — the craft itself — deserves a place.
From assistant to coach, to emulator, to digital twin, to BetterMe — each step a natural evolution. Let's see where it goes.
#牛马的修养