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Esther Huang

01

Founder of Typicity

AI reliability, from infrastructure to behavior.

Esther Huang
Esther Huang

I'm building Typicity around AI characters people can come to know over time. There is something I keep returning to: a character should be changed by what happens, yet remain recognizable through those changes.

A choice that once felt right may come to feel wrong. Sometimes the story has given the character a reason to change; sometimes the model has simply drifted. I'm interested in how we tell the difference, and how we build systems that can help us see it.

02

Current work

Typicity

AI characters people can get to know over time.

Building Typicity

Part of the work is learning to notice when a character has drifted. A new model may carry the conversation differently, even when the character's description has stayed the same. I'm working on ways to make those changes easier to see and evaluate.

Previous projects
03

Writing & notes

Writing and notes from along the way.

Notes on how AI behaves. Some questions lead into philosophy.

Recent writing

AI Safety and Philosophy

Switching On the Ring of Gyges

Building in public

My Personal Website Is Not a Portfolio. So What Is It?