I am interested in AI memory that helps people think better: turning transcripts, notes, and everyday context into insights they can inspect, question, and use.
Work
The first object here is the memory contract: AI should not imitate a person. It should help the person notice, compare, and decide better.
A note pattern for AI memory that helps judgment instead of imitating the person.
Voice Memo Decision NotesA local audio workflow that turns transcripts into decisions, risks, and next questions without publishing the room.
AI Workflow Audit KitA public repo for turning messy workflow descriptions into inspectable AI experiment notes and eval gates.
Loop LabA prototype direction for collect, draft, evaluate, and revise loops around everyday knowledge work.
Small Tools
Open-source utilities from the same workbench. Small, local-first, and inspectable.
A local-first Apple Photos utility that turns trips into a shareable Markdown timeline without exporting GPS data.
claude-voice-memoA voice recording workflow for speaker-aware transcripts and key briefings using local transcription tools.
dopamindAn ADHD-friendly learning tool that turns long content into focused chunks, hooks, and catch-me-up recaps.
Notes
Short field notes tied to the public work. No private transcripts, employer material, or personal records.
Memory should surface sources, boundaries, and better questions, not become hidden personality capture.
Turning voice memos into decision notes without leaking the roomLocal transcripts can become decisions, risks, and follow-ups without exposing raw conversations.
From workflow descriptions to inspectable AI experimentsWhy the audit kit starts with owners, baselines, risk boundaries, and eval evidence.
Now
- designing AI memory that helps people notice, compare, and decide better
- turning meeting transcripts into insight without publishing the room
- keeping source notes reviewable before an agent is allowed to reuse them
한국어 요약
이 사이트는 AI가 사람을 흉내 내는 방향이 아니라, 사람이 더 잘 판단하도록 돕는 기억과 작업 시스템을 다루는 개인 아카이브입니다.
한국어 요약 보기