3LC Demonstration of Catching Synthetic Slip-ups with 3LC

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.

Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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