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AI Reasoning Breakthrough Stuns Researchers: Infinite Context Window Unveiled

New AI Reasoning System Shocks Researchers: Unlimited Context Window

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#Reasoning #System #Shocks #Researchers #Unlimited #Context #Window
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22 thoughts on “AI Reasoning Breakthrough Stuns Researchers: Infinite Context Window Unveiled

  1. Ahh Using Others AI as Context Window, this is my idea in 2024 ago, i tried and failed, because Unpredictability of LLM reasoning, it must be follows very strict RLHF, even so still not reliable to me

  2. Not a big fan. Seems like it would be better to do a once-over of the whole input, and compartmentalize and compress that information into representations quickly, saving like 80+% of the tokens. It would keep nearly all of the context and keep quality almost fully. This just seems like giving up and calling it innovative.

  3. This isn't anything new. Context summarizing has been around since we found out about context rot. Just sounds like somebody's marketing it now, so people that haven't even thought about it are hearing about it for the first time.

  4. In business we would call this Project methodology, where a programme management a lead person who heads multiple projects related to a single programme whilst project managers deal with one specific project who report directly to the programme manager. It has been done this way in business for the best part of 40 years so nothing new. All this does is to implement intelligent agents/experts into the LLM not outside as external middleware software. Maybe the brains who create those LLMs should go on a project management course first.

  5. This is one of many new efforts to understand relational data that powers business apps. There will be a lot more of this in the comming months. Keep an eye on NeuroSumbolic AI.

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