The thesis

Nearly every document you've received will never be read again.

DocuStrata · 2026

A career produces an archive. Contracts, board minutes, correspondence, drawings, invoices, the one file that settled the argument in 2014. Twenty years in, the count runs to tens of thousands of documents. Nobody reads them. Reading was always the expensive part, and there was never going to be enough time.

"99.9% of attention is about to be LLM attention, not human attention."

Andrej Karpathy, March 12, 2025

DocuStrata has no affiliation with Andrej Karpathy.

The industry heard that observation and pointed everything at the public internet. The private corpus, the documents that actually run a business, stayed where it was. Filed and unread.

DocuStrata is built on a simple premise. If machine attention is nearly free, the right thing to do with an archive is read all of it, once and properly. After that a question takes seconds. The answer arrives with the source documents attached, because an answer you can't check is a guess wearing a suit.

Read the whitepaper: The Unread Archive Request admission