SimEdw's Blog

RollTab is a real-time piano MIDI autocomplete model and iPhone app.

How we make a proxy the only way out of an AI agent sandbox.

Magic Eye autostereograms encode depth using repeated pixel patterns. This post shows how to generate them and how to recover the depth map.

Mandarin pronunciation is hard, so I trained a 9M-parameter CTC model on 300 hours of speech to grade my pronunciation. It runs entirely on-device.

Coding agents encode years of software conventions. Their confusion is often a signal that your interface is asking too much of a new user.

LangSeed is a proof-of-concept language learning app that defines new words using only the vocabulary you already know, with emojis bridging semantic gaps

Product decisions shouldn't be democratic, but great ideas can come from anywhere.

I decided to write a small benchmark and check Gemini 2.5 performance on MS-COCO, focusing on object detection.

What if we could modify books as easily as we tweak open-source software? Perhaps we already can.

Spegel is a proof-of-concept terminal web browser that feeds HTML through an LLM before serving it as markdown in the terminal.