Editorial Note; Vincent C. Müller -- New developments in the philosophy of AI; Vincent C. Müller -- Part 1. Computing -- Rationality and Intelligence: A Brief Update; Stuart J Russell -- Computation and Multiple Realizability; Marcin Miłkowski -- When Thinking Never Comes to a Halt: Using Formal Methods in Making Sure Your AI Gets the Job Done; Tarek Richard Besold and Robert Robere -- Machine Intelligence and the Grammar of Computability; David Leslie -- Is there a Role for Computation in the Enactive paradigm? ; Carlos Eduardo Brito and Victor X. Marques -- Natural Recursion Doesn't Work that Way: Automata in Planning and Syntax; Cem Bozsahin -- Part 2. Information -- AI, Quantum Information, and External Semantic Realism: Searle's Observer-Relativity and Chinese Room, Revisited; Yoshihiro Maruyama -- Semantic Information and Artificial Intelligence; Anderson de Araújo -- Information, Computation, Cognition. Agency-based Hierarchies of Levels; Gordana Dodig Crnkovic -- From Simple Machines to Eureka in Four Not-So-Easy Steps. Towards Creative Visuospatial Intelligence; Ana-Maria Olteteanu -- Part 3. Cognition and Reasoning -- Leibniz's Art of Infallibility, Watson, and the Philosophy, Theory, & Future of AI; Selmer Bringsjord and Naveen Sundar Govindarajulu -- The Computational Theory of Cognition; Gualtiero Piccinini -- Representational Development Need Not Be Explicable-By-Content; Nicholas Shea -- Toward a Theory of Intelligent Complex Systems: From Symbolic AI to Embodied and Evolutionary AI; Klaus Mainzer -- The Anticipatory Brain: Two Approaches; Mark Bickard -- General homeostasis, passive life, and the challenge to autonomy; Stefano Franchi -- Ad Hoc Hypotheses and the Monsters within; Ioannis Votsis -- Arguably argumentative: A formal approach to the argumentative theory of reason; Sjur Kristoffer Dyrkolbotn and Truls Pedersen -- Explaining Everything; David Davenport -- Why Emotions Do Not Solve the Frame Problem; Madeleine Ransom -- Playing HeX with Aunt Hilary: Games with an anthill; J. Mark Bishop, Slawomir J. Nasuto, Matthew Spencer, Etienne Roesch and Thomas Tanay -- Computer Models of Constitutive Social Practices; Richard Evans -- Part 4. Embodied Cognition -- Artificial Intelligence: The Point of View of Developmental Robotics; Jean-Christophe Baillie -- Tacit Representations and Artificial Intelligence: Hidden Lessons from an Embodied Perspective on Cognition; Elena Spitzer -- Machine art or machine artists?: Dennett, Danto, and the expressive stance; Adam Linson -- Perception, Action & the Notion of Grounding; Alex Tillas and Gottfried Vosgerau -- The Seminal Speculation of a Precursor: Elements of Embodied Cognition and Situated AI in Alan Turing; Massimiliano Cappuccio -- Heideggerian AI and the being of robots; Carlos Herrera and Ricardo Sanz -- Part 5. Ethics -- The need for moral competency in autonomous agent architectures; Matthias Scheutz -- Order Effects, Moral Cognition, and Intelligence; Marcello Guarini and Jordan Benko -- Artificial Intelligence and Responsible Innovation; Miles Brundage -- Future Progress in Artificial Intelligence: A Survey of Expert Opinion; Vincent C Müller and Nick Bostrom.