Personally I find the problem the lack of raw data. We need a much more opaque process with science. Imagine a website that allowed the following workflow: 1.

Personally I find the problem the lack of raw data. We need a much more opaque process with science. Imagine a website that allowed the following workflow: 1. Upload hypothesis 2. Describe experiment 3. Add datasets as they come in 4. Analyse data 5. Publish This way, if there was a new amazing result, the first thing you would do is go through the raw data to check. Re-test the statistics. You could automatically look for signs of fraudulent data.