A lot of “How GPTs Work” articles and videos online are either too simplistic to be satisfying for technical people, or too low-level to give a unified picture of the whole system. Here I attempt to give a (basically) complete dataflow diagram of the transformer architecture, without going into the details of an efficient implementation.

Greek Vocabulator lets you quickly read any unglossed passage of Greek by dynamically showing vocabulary and parsing information for hovered words. You can also print a list of definitions of unknown words for use in class. Runs entirely in your browser and can be downloaded for use without an internet connection.

Vocabulator lets you quickly read any unglossed passage of Latin by dynamically showing vocabulary and parsing information for hovered words. You can also print a list of definitions of unknown words for use in class. Runs entirely in your browser and can be downloaded for use without an internet connection.

Many manuscripts of the Bible are freely available in high-resolution scans online, but it can be cumbersome to go from reading a Bible passage in a modern edition to finding a page scan of that passage in a particular witness or set of witnesses. Metacodex attempts to solve this problem by providing a simple interface to search either by passage (e.g., Jn 8) or by manuscript (e.g., aleph/Sinaiticus) and find links to online scans of the passage in original manuscripts.

Proof-of-concept WebGL renderer for the Mandelbrot set using perturbation theory to allow high-performance deep zooming.

One day after class, my professor and I wondered, "What does a circle look like when extended to the complex plane?" Neither of us were quite sure, so I made this program to visualize the shapes of familiar 2D equations when extended to complex x and y.

Raw Betacode is hard to read, and I find standard OS keyboards for typing polytonic Greek unintuitive. To solve both these problems, I made a web input component that lets you type ASCII Betacode but displays fully rendered Unicode.