The notion of “single” entities in society is, I think, flawed. A bank is not a single entity, for instance—they are not just a single actor—they are governed by a board and bylaws and shareholders and government regulations and judges, etc. If something goes wrong, which is expected and built into the system process,there is due process. And the strength of that due process is governed by the self interest of all the parties at play.
The main purpose of blockchain is to attempt to replace the messiness of human governance with the certainty of algorithmic governance. But it is an illusion in many ways and dangerous, in a sense, to put so much trust in an algorithm. I think that much of the philosophy around blockchain comes from the lack of faith in human governance—which is to say, a certain kind of misanthropy.
Right, and as is shown inevitably in real life (The DAO, BTC 0.7/0.8 fork, censoring of scam or Russia related BTC addresses, ...), the messiness of reasonably well understood and regulated human governance (law, elections, ...) is replaced by governance of the algorithm plus a bunch of unelected, unaccountable, and largely even unknown humans.
So the blockchain gets two things right: avoiding double-spending and an honest assessment on human nature.
A web of entities of varying integrity, not so much.
If you are an expert mathematician, programmer, electrical engineer, and white hat you might not have to trust anyone else. How many people are all of these though?
Not really. I'm convinced the math is secure given the current knowledge, because there's a massive financial incentive to break it. I don't have to trust anyone.
If majority of the nodes or the miners suddenly conspire to change the rules, my node will simply ignore those blocks as invalid.