This is what's generally meant by "smart" in AI/agent/ubicomp circles, sure. And as he suggests, smart is usually way dumber than the average yeast cell, so it never is "smart" enough to be useful.
What I wonder is why we don't have just slow-learner furniture, or even "educationally challenged" furniture that nevertheless takes direction well. I'd prefer to tell it what to do than have it try to guess and get it wrong or irritate me with misplaced self-confidence. Or else I just want very small, quite low IQ improvements in current furniture behavior. I want my chair to pull itself out from under the table when I pause by it with a plate and glass in my hand; I want the couch to straighten its own rumpled cover when I get up; I want a window that turns one-way reflecting outward when it gets dark and I haven't pulled the curtains, so people on the street can't see me inside.
Everything I own could be just a smidge brighter without actually being "smart."