Tweet by 1a3orn:

This METR chart is my fav depiction of how human continual learning >> LLM continual learning.

Humans (yellow line) keep geting better with more time -- no asymptote.  But LLM improvement flattens quickly.

If I were running a lab, I'd make an equivalent internal chart to track. pic.twitter.com/l2ienJ4Sjx