Ex-OpenAI's Keith: a 2B model could handle 75% of your tasks and beat 70B

gnukeith · x · 2026-11-11

Keith (@gnukeith) says much of next year will go into exploring "intelligence per task" rather than general intelligence: a 2B model can likely do 75% of your tasks. He argues the sub-9B market has huge potential with the right tooling—it just needs task-specific data wrapped around it first, a friction users won't do themselves. The model will look very dumb initially, but given enough time it can far exceed 70B models. A reply hopes for more intelligence per parameter, e.g. a new 12-14B model matching an older 27-32B one.

Related event: Ex-OpenAI Member Buys Framework Machines to Train Small Models(2 posts)→

Original post →

More from Models

Models channel →