AI blog roundup

This post announces the launch of the new Facebook AI blog and highlights several key AI research and development efforts. It details the AI powering Portal's Smart Camera, focusing on on-device computer vision and expert knowledge integration. It also introduces a new technique for faster neural network verification for safety-critical applications, a challenge for teaching AI intuitive physics concepts via the IntPhys Challenge, and a Lyapunov-based approach for safe reinforcement learning algorithms. Finally, it touches upon the future of deep learning hardware influenced by architectural concepts discussed by Yann LeCun.