Only because currently ML is more alchemy than engineering. We mix stuff until we make gold while we can't explain why more parameters generalize better instead

Only because currently ML is more alchemy than engineering. We mix stuff until we make gold while we can't explain why more parameters generalize better instead of overfitting.