Google has a new competition to challenge developers to defend or attack image classification systems with adversarial examples. DeepMind are planning to test its algorithms for head and neck radiotherapy algorithms on humans. And Microsoft have acquired a new startup called Lobe. Is it a goddamn adversarial example? We're also a little obsessed with adversarial examples, and how easy it is to fool neural networks.