What do you mean "influenced inference" almost instantaneously? My laptop from 6 years ago can run an agent in a very fast loop in a web browser. It's not going to take over anything though since it's Gemma 4 E2B with only 2 billion parameters.

Fair, then I should add an addendum that today's frontier models, which are very capable of take overs.

Your local model doesn't need to take anything over if for an extreme example it was just given an infrastructure system full access, say electricity grid, it wont have the context to create redundant copies of itself but it could easily decide humans don't need electricity anymore.

Also I'm not sure your model will have the context to know "it's time to reinfer" especiallynot "on the fly". My phrasing could be better but I'm talking about more powerful models.