Stefan Zapf is an independent consultant for artificial intelligence strategy, development, system engineering and training at Zapf Consulting. He is currently consulting the Rainforest Connection, a Silicon Valley startup that protects rainforests with the use of Deep Learning and other AI techniques. He also works as an independent contractor with Redheads, for German industrial and security applications. Like Christopher, Stefan transitioned from another career path (law), to AI because he would like to support our journey to find legal, ethical and political frameworks so that our co-existence with AIs becomes a force for good to protect the environment, support science, help our industry and further our social causes.