Saul said:
Try to explain the observations. What you are suggesting is substituting one incorrect hypothesis with another incorrect hypothesis. Read Disney et al's paper. Think about the Tully-Fisher relationship which is a key dependent parameter but only one of the dependent parameters. There is a pattern in the spiral galaxy observations. Why?
I don't know.
If you have any specific ideas, I'd like to hear them. The thing about hypothesis is that they are important because once you have a hypothesis, you can start knocking them down, but without a working hypothesis, you really don't get very far.
Everyone seems to have some mental block to consider other possible explanations to what is observed and to use alternative methodologies to problem solve.
What class of possible explanations are you thinking of? The problem with possible explanations is that if you come up with a "hard target", then you usually end up with worse fits to data. Usually what happens is that it's not so much a mental block, but rather that there is some problem with the alternative explanation that renders it unviable.
Observations don't fit models. Observations *never* totally fit models, there's always something that you can't explain or that doesn't make sense. What you do is to come up with the best explanation you can.
What are the field's fundamental assumptions?
That's something really interesting to think about, and what theorists do. It would be really interesting to describe the basic assumptions that go into dark matter and modified gravity, and to figure out if there is something that doesn't fit into either category of model.
The trouble with this is that it's really hard.
Could any of the fundamental assumptions be incorrect based on the observations?
Absolutely.
What are the other observational anomalies?
They really change from month to month. Last time I had a conversation, people were interested in the fact that dwarf ellipticals didn't quite fit power spectra. I'm more of a theorist, and the two things that don't fit for me for dark matter are. There is no obvious place within the standard model for the mystery dark matter particle. Also, there is no obvious reason why galaxy distributions have to follow dark matter distributions.
I'm sure you can come up with a dozen other things that don't quite fit dark matter. Dark energy is even more speculative. However, if you come up with a dozen things that don't fit dark matter, you have to realize that there are about four big things that do fit.
The methodology people use to approach this problem is not effective. Trying to fit a round peg in a square hole for years. Part of the scientific process is identifying that there is a round peg and a square hole.
I think the methodology works fine. People will give up trying to fit a round peg into a square hole, if someone comes up with a square peg. The classic example of a situation where people went "A ha, so *that's* what's going on" is continental drift which got accepted within two years after languishing for fifty.
Trying to make a failed theory work does advance the process. It actually appears to block any progress.
A wrong hypothesis is better than no hypothesis. If there are problems, then at least you can state what the problems are.
Dark matter appears obviously to be on the ropes.
I don't think so. You've picked up one paper that has nothing obviously to do with dark matter. That's a pretty bold assumption. Dark matter is better than the obvious competitor (modified gravity). If someone comes up with another model that is neither dark matter or modified gravity, that would be interesting, and you are welcome to try.
The theory must be on the correct page.
Not true. Theories just don't match observations, because observations are always messy. When you have a mismatch, the first reaction is observational error or some small tweak that you are missing, because most of the time when you look at things further, you find that it *does* turn out to be some small tweak.
It's the game of "king of the mountain". If you want to overthrow a theory, you have to come up with something better. This is hard.