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NotHowItWorks

Re:Git hosting that never leaves Europe on Saturday September 05, 2026 @10:24AM (#49576797)
Track doesn’t mean store.

The word you are looking for is “collect”.

Saying you “track” implies you’re putting together a profile to be consumed in other services

Re:Stop Thinking of LLMs as Next-Token Predictors on Saturday September 05, 2026 @10:17AM (#49576730)
It literally is token prediction with vector search.

Yes there’s an app layer in the chat product for convenience and parsing but the model is exposing methods like ‘complete’ that predict out word sequences.

When model temperature settings are not added in, you get the same exact response every time, just like ngram.

What you’re seeing with Gemini and ChatGPT is context caching to prevent getting sidetracked and response boilerplates with multi-modality so they can call out to image generation, a code completion service, etc. to assemble a complete response.

That’s why the mainstream providers seem so much better (or at least consistent in replies) - each prompt is actually requesting multiple models and doing a lot of application level work to assemble the response you see. That also why they take sooo long to respond.

The language model itself is quite literally a text completion machine, with settings.

Re:Git hosting that never leaves Europe on Saturday September 05, 2026 @10:07AM (#49576658)
Facepalm
Re:Git hosting that never leaves Europe on Saturday September 05, 2026 @10:07AM (#49576653)
LLMs are read only.

A developer would be the one using the LLM to evaluate page response text and scraping what they need.

LLMs cannot “crawl pages” or “scrape” or do anything - it’s an offline archive with a few convenience methods.