Comment by ponyous

9 hours ago

I think models are smart enough for most of the stuff, these little incremental changes barely matter now. What I want is the model that is fast.

2 comments

ponyous

Reply
energy123  1 hour ago

I predict a bifurcation in usage.

Serial usecases ("fix this syntax errors") will go on Cerebras and get 10x faster.

Deep usecases ("solve Riemann hypothesis") will become massively parallel and go on slower inference compute.

Teams will stitch both together because some workflows go through stages of requiring deep parallel compute ("scan my codebase for bugs and propose fixes") followed by serial compute ("dedupe and apply the 3 fixes, resolve merge conflict").

derac  5 hours ago

This is faster if their marketing is right, it uses significantly less tokens. Gemini 3 flash is very good as well.