linuxrebe1
Joined 5 years ago
Joined 5 years ago
The company folds, or the software is no longer maintained or in use.
When was the last time you used word Perfect? Or MS-DOS?
But as a counter proposal, I will submit that code can get so bad, that the product no longer produces a desirable result, no longer produces it in a manner that people want, or doesn't produce it at all.
Code that produces no desirable result or no result at all. Is as bad as it's going to get. It's a worthless pile of ASCII characters.
There was a time when the entire OS and the program you were running where both loaded into RAM and you ran from there. Limiting capabilities because hey 1MB of RAM was expensive.
We are reaching a similar point with LLMs. As useful and wonderful as they may be. The idea that you can just through a larger context window at it and it will solve your problem is proving false.It's being proven that the more you have the LLM actively remember, the dumber it can get.
This White Paper marks my research into this issue and what I've found out about how to maximize what an SLM can remember, preserving data integrity, performance,and keeping your data local rather than feeding it to the all consuming.
Feel free to give me feedback and thanks for reading.