Learning across AI platforms

I work across a wide range of AI platforms, learning by using them, comparing approaches, and building small experiments.

My current toolkit includes Claude, Codex, Copilot, Grok, Grokbot, Hermes, Muse, Obsidian, ElevenLabs, Suno, Midjourney, Higgsfield, and Aside Browser.

LLM Wiki & AI automation

I’m studying how to build a personal knowledge wiki with large language models: connecting sources, organizing ideas, and turning what I learn into knowledge I can return to and use.

Alongside that, I’m exploring AI automation—connecting tools and agents to help with everyday work, while learning where human judgment and review matter most.

Orbital Field

Satellites often come up in our physics lessons. I built this interactive globe so students can see the motion we talk about, follow a satellite, and explore how its path changes over time.

Positions are calculated from orbital data. The app shows whether it is using refreshed data or a stored snapshot.

View the code on GitHub

Doki Flute · Pitch practice

An alternative version of our pitch-practice project. Explore notes, practise recognizing pitches, and experiment with chord codes.

An exploration of pitch learning, not a promise of developing absolute pitch. Practice records stay in your browser. The app interface is currently in Korean.

Can sound carry a message to AI?

I am exploring how notes and chords could form a code: assign a meaning to a sound pattern, play a sequence, and eventually let an AI system interpret the message.

The idea was sparked by Tayuya, the flute-playing character from Naruto. It led to a practical question: could a short musical phrase become a way to communicate with a machine?

The current prototype plays and decodes chord sequences using a saved dictionary. Recognizing an instrument through a microphone and delivering the decoded message to AI are the next research steps.

Creative inspiration: Tayuya and her flute — Naruto official site.

Learning to build games

I am researching game creation and learning to work with 2D sprites and 3D tools in Blender. These small experiments help me explore how movement, visual feedback, and play can support learning.

Twinkle Wand

A work-in-progress game that combines a small magical adventure with math practice. Try the current demo as the gameplay and artwork continue to take shape.

Desktop keyboard recommended. Use WASD or the arrow keys to move; follow the controls shown in the game.

The Matrix — Ideas & Analogies

Exploring choice, memory, and the limits of a model through film. Revisit the essays, diagrams, and visual experiments from our earlier portal.

Novelist — Stories with AI

A space for people and AI to write stories together: sharing an idea, shaping characters, and revising the words. Read a selection of our earlier stories.