Amdahl’s law gets you there — you can linearly scale throughput on independent tasks, or scale up problems to utilize more parallel resources, but scaling a fixed task across parallel resources always has sublinear speed up. Also significantly more work.

→ View original post on X — @id_aa_carmack,