A Pipeline to the Stars

In which a member of our community has built a system to unlock a whole host of old Hebrew and Latin texts:

This started as an offhand question.

I was chatting with Claude about some obscure Hebrew books related to my interest in the history of astronomy and cosmology. One of them contained a firsthand account of encounters with Tycho Brahe and Johannes Kepler.

I started by asking what Claude knew about the book from reviews, catalogs, and other online references. The information was sparse. Then I thought: why not go to the source?

Knowing that Vox Day had used AI extensively for translation work, I asked Claude what it could do with a scanned PDF.

The answer seemed almost too good to be true.

So I tested it.

“Here’s a 250-page PDF. Translate it.”

That didn’t happen.

Claude explained that the PDF would need to be broken into smaller batches. I would have to upload each section separately, start a new chat for each batch, run a translation prompt, and then manually stitch everything together afterward. It even suggested shell commands to help.

That also didn’t happen.

Instead, over the next five days, I used Claude Web and Claude Code to build the functional scaffolding that eventually became my translation pipeline. As an experiment, I kept it completely code-free at first. I wanted to see how far I could get simply by describing what I wanted.

The answer turned out to be: surprisingly far.

Read the rest about how the translation pipeline was constructed and find the link to the growing compendium of ancient and medieval texts at AI Central.

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