Project much?
No.
Without verification from external sources, you have no idea if your memory is accurate or not. This is not to say that it is always inaccurate, but there is no objective way to verify it's accuracy without external sources. If you have an inaccurate memory (say you misremember someone's name, that's not forget someone's name but have a distinct memory of it being a name which it isn't), there is nothing in your memory that you can reference to correct it. The only way to correct it is to wipe the incorrect memory when you actually physically find out what the person's name really is.
Again you misrepresent what is being said.
It's not mechanisms of science which are self correcting. It is the continual process of scientific method which in the long term corrects mistakes by excepting contrary evidence from other sources. It doesn't look inwards and correct itself, it looks outwards for contrary evidence.