Profitability is a matter of perspective. Just like how an orebody can be ore one day, and dirt the next (ore is defined as being profitable to mine, once the costs outweigh the profits the rock is no longer considered to be ore), what is unprofitable to some people will be profitable to others.
Consider the requirements for operating mining equipment. You have inputs of power and an output of hashes. Those generally need to be put to a pool and onto the main network, so lets also call bandwidth an input here.
The cost of bandwidth for mining is almost negligible, and in most cases people pay a set amount for their bandwidth whether they use it or not. Power is a much bigger concern, however the cost of this varies from place to place - some pay a fortune for it while others may be able to get it for free.
Take my setup for example, my rigs are solar powered. I have costs of bandwidth but zero on power. If you want to get technical you could potentially factor in the cost of batteries and their associated degradation, but equally you could build a system without batteries, or using any other source of renewable "free" energy. These operations will in essence always be profitable, while those with high power costs will end up unprofitable much sooner.
What is likely to happen is those with highest power cost will end up selling their older equipment, which will be purchased for bargain basement prices by those with no concern for power costs. This will be in part replaced with newer more efficient gear, however the network hashrate won't increase anywhere near the rate it has with the transition from GPU and FPGA to ASICs, as there really isn't a huge improvement to be had.
Well - yeah, I can see that to an extent, but at some point, a solar farm will never pay for itself if all its daily intake is being spent on an ASIC farm mining the equivalent of $10/month. As for people with "free" electricity, no landlord's going to stand for them sucking down $1k in electricity per month on a $600/mo lease - so there's a scalability problem there, too.
I think while there may not be "revolutionary" performance improvements in ASICs over previous generations, there will at least be "revolutionary" improvements in the cost for consumers (as we've been seeing since the first ASICs were announced for pre-order) as ASIC manufacturers suddenly face a massive decline in demand and price equipment x% above cost to manufacture instead of x% below what the other guys are charging. That doesn't even factor in manufacturers becoming established/experienced and implementing real manufacturing techniques (instead of half a "line" being a row of plastic tables), and with dedicated purchasing departments.