Hard "steps should be seen as initiating whole Earth-system transitions that take hundreds of millions of years to complete … I adapt the [hard steps] model to include such delays & show that it then suggests just 2 or 3 hard steps to humans."

If so, adjusts grabby alien estimates: grabby civs appear ~ once per ten million galaxies, & if we get grabby we'll meet the in ~2 billion years.