Personal Lab

Works

How should we live with intelligence?

01 TinyRoommate Ambient AI 02 OpenNote Personal Memory 03 EquiBench Research Paper 04 DJ the Earth Living Earth

01 Ambient AI prototype

TinyRoommate

A full AI agent does not have to live inside a chat box. It can live beside you.

Not another OpenClaw-shaped AI agent. A local desktop pet with personality, memory, and screen awareness.

GitHub

(scanning your screen...) You shipped more than yesterday.

Screen-aware, local, emotionally ambient.

02 Personal Memory usable

OpenNote

Capture once. Let your thoughts compound.

A plain-file memory system where a stray thought from your phone becomes structured markdown, Git history, and future context for AI.

GitHub

Asymmetry is the whole game.

2026-03-09

asymmetry-and-uncertainty.md summary: useful under uncertainty

Fragments become files. Files become memory.

03 Research Paper EMNLP 2025

EquiBench

Benchmarking code reasoning through equivalence checking.

A benchmark for asking whether LLMs can reason about program behavior, not just surface syntax: do two different implementations compute the same thing for all inputs?

Paper Project Code

arXiv:2502.12466 Equivalence Checking

semantic equivalence LLM reasoning coding

Same behavior, different code: a harder test of reasoning.

DJ the Earth

Mix countries like music.

A globe instrument for hearing place as rhythm: borders, climate, and human memory moving together.

Enter