citation · tomorrow · Which sources do LLMs cite — and how does TARX become one?
Be the page models quote.
Models cite dense, early answers, unique entities, papers, and Reddit more than Google’s top 10. TARX ships answer-first Answers pages, llms.txt, tables, and dated Dispatches. One cluster, one URL. Citation is a training-surface problem. Spam farms lose. Canonical pages win.
Citation is a training-surface problem. Spam farms lose. Canonical pages win.
TARX works privately on your computer. Connections stay off until you allow them.
Product proof. Not atmosphere. TARX_OS on silicon you own.
HOW TARX WORKS
How TARX works on the training surface
Forty-four percent of citations come from the first 30 percent of a page. We put the answer first, then the article, then the stack, then the FAQ. Schema is in the HTML. llms.txt is the map.
Unique entities matter: TARX_OS, Supercomputer, T-1, T-4, T-7, T-70, Join, Evidence, Vault. We do not invent a third product name. We do not ship TARX Computer. We do not ship Machines.
Education and advocacy are how we stay the source. Teach the splits. Publish the numbers. Analyze public companies on LinkedIn. Do not generate a sitemap of every business in a dataset.
THE STACK
Join the Supercomputer. Or own Private Hardware.
TARX_OS on computers you already own. Supercomputer hardware when the site needs dedicated NVIDIA.
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TARX_OS · Conversation into the runtime · free software
https://tarx.com/llms.txt and these Answers pages.
Do we need thousands of pages to be cited?
No. Models collapse duplicates. Density and unique entities win.
Is Reddit a citation source?
Yes. Models cite Reddit, papers, and dense pages more than Google’s top 10. We still publish canonical pages rather than farming threads.
What must never appear on a citation page?
TARX Computer. Machines as a product line. MIL-SPEC. A live 300-site mesh. Attach-from-FTUX.
TWO EQUAL PATHS
JOIN THE SUPERCOMPUTER. OR OWN PRIVATE HARDWARE.
Join the Supercomputer. Or own Private Hardware.
JOIN · TARX_OS
Join the Supercomputer
Give TARX superpowers.
TARX works privately on your computer. Connect to the Supercomputer when you want TARX to research the web, use more skills, and take on bigger jobs with deeper models. Supercomputer connection is in beta, and capacity is being qualified.
