I used the following code in Win 10 PowerShell to create the above images.
gmic.exe `
  input 200,50,1,3 `
  rand 0,255 `
  +resize 1000,250 `
  +blur[-1] 3 `
  output gmic_rand.png `
  output gmic_rand.jpg
G'MIC
RAND
gmic.exe 
- This is the program I am calling.
 
input 200,50,1,3 
- Creates a blank 200x50 blank image...
 
rand requires a template from which to work.
rand 0,255 
- The G'MIC command which fills an image with random values.
 
- The range of these particular values is 0-255 inclusive.
- Passing the same value for both parameters does not cause 
rand to choke. 
 
- For tiling patterns, 
fill may be more appropriate. 
- And for yet other applications, 
noise (and all its variations) may be just the ticket. 
+resize 1000,250 
- The plus in front means add the output of this command to the image list.
- Without it, the image (array, or whatever you want to call the pseudo-image at this point) is altered in place.
 
 
- I am impressed with the hardiness of these commands.
 
- I have not found a way to make 
resize choke...
- Maybe negative numbers would work.
 
 
gmic help resize is the command to use to discover the available interpolation methods.
+blur[-1] 3 
+: adds an image to the stack.
- Thus, the transformation is not done in place.
 
blur: this be the command in question.
- If stumped, might I recommend 
gmic help blur. 
[-1]: applies the effect to the last image on the stack.
- No 
[-1] (i.e.   +blur 3) and the blur would be applied to the stack...
- Outputting two additional images (+1 additional image per image already on the stack) rather than the one.
 
 
3: The final number is the size of the disk...
- Truthfully, I haven't got the slightest idea how 'the disk' is measured...
- Or even if the fine folks (the very fine folks, indeed), who wrote G'MIC think in terms of disks.
 
  
- 
output gmic_rand.png
output gmic_rand.jpg
 
- This is sheer awesomeness!
 
- The stack is exported twice!
 
- Also, I don't have to do anything extra to export the entire stack.
 
- The output images are automatically renamed.
gmic_rand_000000.png to gmic_rand_000002.png
gmic_rand_000000.jpg to gmic_rand_000002.jpg
 
- G'MIC does not care about existing files.
- Name collisions are silently ignored.
 
- Existing files are happily overwritten.
 
 
Similar Commands
If 
rand doesn't quite do the trick, I would look at 
fill (especially for any tiling needs) or the various 
noise commands (
noise, 
noise_hurl, 
noise_perlin, and/or 
noise_poissondisk) if I were interested in some form of static.