Why are CAPTCHAs so hard? Today's CAPTCHA is easily breakable by bots while being rather difficult for humans. We present CAPTCHAv4: an algorithm which relies on latent space mappings and Stable Diffusion to generate a new paradigm of CAPTCHA images.