It's more like the opposite problem. Psychology researchers try to justify deep, compelling theories of human behavior with small experiments that are hard to

It's more like the opposite problem. Psychology researchers try to justify deep, compelling theories of human behavior with small experiments that are hard to reproduce. Deep Learning experiments are comparatively easy to run and reproduce because the field has both a common set of performance benchmarks and a large community of people implementing cutting-edge ideas in common frameworks. The harder part is building useful theory on top of those experiments.