Arvind Satyanarayan, Associate Professor, MIT Title: Intelligence Augmentation through the Lens of Interactive Data Visualization Abstract: Recent rapid advances in machine learning have brought new energy to the future of human + machine partnerships. In this talk, I will use three research threads on interactive data visualization to better understand the balance between automation and…

Cognitive Architecture for Operant Conditioning Abstract: In this talk, I will present my research on cognitive architecture for operant conditioning.  To lay the foundation for the discussion, I will start by reviewing the definitions and tests for AI and propose a new definition and the test for human-level artificial intelligence (HLAI).  I claim that the…