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The ML community is much less dependent on government granting agencies than most other fields. A typical ML paper on arXiv will have at least one and often many corporate funded researchers. Problems like h-index hacking are a disease created by grant giving: take away the government grants and people lose the incentive to engage in that kind of scientific fraud, as they'd only be defrauding their own employers. Who, you can bet, actually are reading the papers.



> take away the government grants and people lose the incentive to engage in that kind of scientific fraud

And the incentives and resources to engage in scientific activities in case of other fields.


On the other hand, the ML community is especially big on papers with cherry picked results and things that can't be replicated.




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