4 ms·
The whole idea of the singularity is that AI starts improving itself. Until that happens, normal human progress in the LLM field is just normal human progress,
by woah 3y ago
The whole idea of the singularity is that AI starts improving itself. Until that happens, normal human progress in the LLM field is just normal human progress, and will probably follow a similar path of human progress where there's a breakthrough followed by lots of low hanging fruit and hype, then a plateauing and refinement/productization.
LLMs can help humans develop new LLMs faster, but mostly in implementation (CoPilot and ChatGPT), and that's not really the important part. I have yet to see an LLM come up with original ideas.
Given that training data seems to be a big bottleneck, and LLMs are really good at generating text, I think that maybe we can start to talk about the possibility of "singularity" once LLMs are able to generate their own training data that increases their abilities. After all, humans are able to do this. That is the history of human knowledge.