Synthetic Data

An exploration of diffusion models, detailing how they generate high-quality images from noise, comparing them to previous technologies, and analyzing their utility for startup operations.

Duality AI uses digital twins to help robotics companies test faster and cheaper, bridging the gap between virtual code and real-world application.

GANs use competing neural networks to create realistic data. This guide covers their mechanics, utility in startups, and the technical hurdles founders must navigate.