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I think the problem with stuff like this is that in many cases the authors have an idea like "LLMS + ???? = Operating System !" which is not that hard of an id
by lyapunova 3y ago
I think the problem with stuff like this is that in many cases the authors have an idea like "LLMS + ???? = Operating System !"
which is not that hard of an idea to come up with. Generally in each instance of LLM + ???? = "thing", the first papers that come out to fill the ???? with an answer do that in a rush to get on arxiv and so naturally the work is lackluster (since they have barely had time to think about an actual good solution for the ????).
- SV_BubbleTime 3y agoDid you think these people just stopped existing when crypto took a dump? Blockchain all the things… LLM all the things! At least LLMs have a very obvious use from day1… but an OS is not one of them.
- lacrimacida 3y agoYou’re probably thinking of a traditional OS. This could be an interesting project though.
- blovescoffee 3y agoDid you read the paper before commenting?
- BasilPH 3y agoMy initial reaction when reading the title was the same. Their abstract does a better job at explaining what they actually do, and where the connection with an OS comes in: > To enable using context beyond limited context windows, we propose virtual context management, a technique drawing inspiration from hierarchical memory systems in traditional operating systems that provide the appearance of large memory resources through data movement between fast and slow memory.
- pacjam 3y agoHey OP, thank you for the post. In this work, we are looking at one particular functionality of an OS - memory management. The project started off motivated by trying to extend context length for a project we were working on. The analogy to OSes came naturally as the project progressed and there was growing similarity to the caching and memory hierarchy relation.
- deleted 3y ago[deleted]