It was widely reported that the US privately communicated the consequences of tactical nuclear weapon use to Russia, while maintaining an element of strategic ambiguity. Most reports suggested these consequences involved a full-scale conventional military response within Ukraine’s borders, thereby disincentivizing use.
In terms of subsequent escalation: As you pointed out, Russia of course knows using nukes against the US is literal suicide.
It's also possible the opening salvo of such a response might see tactical nuclear deployments neutralized via conventional means.
[0] https://www.csis.org/analysis/deterring-nuclear-weapons-use-...
The bombs that destroyed Hiroshima and Nagasaki, to several times larger, would generally be considered "tactical" in modern times. These are massive weapons. Then there's ADM/'nuclear landmines' [1], and more. In the absolute worst case scenario, there's even the possibility of transitioning to strategic weapons. Approaching this sort of battlefield with conventional forces is not a viable idea.
So I have no idea what the US will do if Russia resorts to nuclear usage in Ukraine, but I think this scenario can logically be discarded as one of the possible options. It plays well in the media, but it simply does not make any strategic nor logical sense.
[1] - https://en.wikipedia.org/wiki/Atomic_demolition_munition
It's almost certainly unstated US foreign policy on the matter, and not just a media bluff.
They might have thousands but they don't have thousands deployed. Moreover, use with any kind of frequency would just trigger a strategic US response, which would defeat the entire purpose—assuming there was purpose in the first place, which there isn't given conventional cost imposition.
Despite chill messaging, I suspect the US's strategic trigger finger is far itchier when things get real, and Russia knows this. Their triad has two arms which very possibly are entirely negated, and their C&C infra is garbage. There's a very real risk they'd just straight up die and accomplish nothing.
All that said I do agree that this would result in mutual mass strikes with strategic weapons, and whatever tactical weapons may be appropriate for such a strike. This is why I think direct conflict with Russia, or Russia using nuclear weapons of any sort in Ukraine, is likely to escalate rapidly to what would be the defacto end of the world.
[1] - https://en.wikipedia.org/wiki/Russia_and_weapons_of_mass_des...
>There is no concept of deployment for these - it's simple and normal usage.
They are absolutely deployed and accounted for.
>...and thousands of tactical nukes of all shapes and sizes.
Most sit in storage, not deployed.
>But speaking of a deployed tactical nuke is somewhat nonsensical.
The people whose job it is to track deployments of tactical nuclear weapons would probably disagree.
But strategic nukes are a different beast those simply because of their size and requirement for specialized launchers, as well as their relative incongruence with conventional weapons delivery devices. You're not launching a strategic nuke out of a conventional rocket system (as could be the case for a tactical nuke) for sure! So this makes them, more or less, able to be reasonably estimated. It's still a pretty big guessing game, but it's generally going to be at least roughly in the right ballpark.
I'd argue giving in to nuclear blackmail is irresponsible. Personally I'd like to see the US version, with the Russians having to pause and think about what the eventual, complete loss of all their conventional forces in Ukraine looks like should they advance too far.
Then again, that's probably what the US has already communicated to them in private regarding use of tactical nukes.