Paul Endresen, CEO of 3LC, demonstrates the company’s latest edge AI and vision technologies and products at the 2025 Embedded Vision Summit. Specifically, Andresen demonstrates the investigation of a curious embryo classification study from Norway, where synthetic data was supposed to help train a model – but something didn’t quite hatch right.
Using 3LC to listen in during training, he spots six distinct clusters instead of five, revealing that the GAN-generated embryos wandered a bit too far from the biological truth. With a click, Andresen banishes the imposters and shows how pruning bad data makes your next model smarter. Proof that even synthetic embryos deserve quality control.