Superficially it sounds like this could create a bit more of a move toward doing compaction on some continuous basis, or compacting in batches once you hit the context limit, rather than starting fresh with a summary and system prompt..
Feels like high fidelity, fast compaction could be a path to “solving” long context.
Considering the insanity of the AI arms race going on now, and the incredible sums of money be thrown at any slight advantage, is there any reason to believe that any meaningful AI breakthrough would be openly published for anyone to leverage?
Yes there is. Lots of researchers are more interested in making a contribution to societal flourishing than in making incredible sums of money. That’s why there’s still lots of top AI researchers in academia.
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[ 2.9 ms ] story [ 27.9 ms ] threadFeels like high fidelity, fast compaction could be a path to “solving” long context.
I don’t think it will last among researchers who think beyond production LLMs