Tools > Program Settings > Basic Completion > Disable (tickbox)
It requires a program restart to take effect, which is why I couldn't figure it out before.
Also, this will disable autocomplete for all languages except ActionScript, which is exactly what I wanted, although I guess I forgot to mention it in the question. Heh.