Napkin definition
Parameter count is the number of trainable weights in a model, a coarse proxy for capacity (though architecture and data also matter).
Change the lens
Like I'm 5™ is your default. Curious how an investor or beginner would put this?
Try “Like I'm 5™” for a picture-book version - not the grown-up wording above.