Linear scaling doesn't make sense, no.

There are three ways it's wrong:

* better to measure relative reduction in error, which gives you a 30% improvement

* improvement tends to become significantly more difficult the closer you come to saturation.

* Risk doesn't scale linearly with capabilities.