What is the status on continual learning for LLMs?
3•fred123123•1h ago
I belive if this is solved, agi is very close. So id like to know if its solvable
Comments
llarota•55m ago
my initials = LLM :(
rubenflamshep•48m ago
The issue remains the context window. I haven't seem any example of a "memories" system that the agent can update over time without it devolving into slop. The magic of the human brain is that we seem to have decently sophisticated heuristics parsing/saving memories as well as for letting memories that aren't accessed decay.
fred123123•41m ago
Yes i agree, but somehow knowledge got put into the LLMs head during train time, but why does it not work during inference time? Too little examples? Do llms know stuff with exactly one occurence in the training data?
HarHarVeryFunny•8m ago
It depends on what you mean by continual learning. Do you just mean some form of memorization, or something more/different?
llarota•55m ago