Towards Human-AI Teaming: Intelligence Ecosystems to Tackle High-Stakes Use Cases
When it comes to sensitive or high-stakes use cases, such as emergency response dispatch or in air traffic management, humans’ expertise, common sense, and sensibility can’t be replaced by AI; instead, the influence of these human qualities should be augmented. When the stakes and complexity level are high, AI assistance can help humans make sense of the sheer amount of data and not be overwhelmed. In return, humans can help AI understand the larger context and be trusted to make complex decisions. In this talk, it will be explained how creating shared experiences between humans and AIs addresses the limitations of traditional AI techniques in order to create efficient human-AI teams. The speaker will present what he learned by building such intelligence ecosystems using Cogment, an open-source framework, and show the audience how they can apply these principles to their use cases.