Self modification of policy and utility function in rational agents.- Avoiding wireheading with value reinforcement learning.- Death and suicide in universal Artificial Intelligence.- Ultimate Intelligence: Physical complexity and limits of inductive systems.- Open ended intelligence.- The AGI containment problem.- Imitation learning as cause-effect reasoning.- Some theorems in incremental compression.- Rethinking sigma's graphical architecture: An extension to neural networks.