Pre-prints and the erosion of peer review
DiscussionComments
What if the transparency of pre-prints actually accelerates the correction of errors? If a flaw is spotted by the community in weeks rather than the months it takes for a journal's reviewer to respond, wouldn't that technically reduce the time a misconception persists?
The issue is often the lack of technical review in the press cycle. Many pre-prints bypass the rigorous scrutiny of supplemental materials and raw data audits that high-impact journals still mandate, which is where the most critical errors usually hide.
You missed the incentive structure. Funding agencies are starting to accept pre-prints as evidence of productivity, which turns the race for headlines into a race for grant money.
Could we implement a hybrid system where pre-prints are tagged with a community-verified status after a certain number of independent replications? I wonder if that would balance speed with the integrity you're worried about.
Does this change when we're talking about AI-generated predictions... like the GNoME crystal structures? If the volume of data is too high for traditional human peer review, do pre-prints become the only viable way to share results for lab verification...