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Laplace's Demon and the Singularity

TensorFlow returns a positive log-probability

Is a thermostat conscious?

What is the role of logic in mathematics?

The Immaculate Conception of Mathematics

Learning to Think and Argue: a path to automated theorem proving

Challenge Problems for Artificial Intelligence (1996)

What do we learn about development from baby robots?

General inequality for expectations of random variables

The substrate of consciousness

The theoretical limitations of DQN

Entropy Maximization and intelligent behaviour

The weight transport problem

1M dollar AGI prize

AI won't solve everything

Elementary observations: deep rectifier networks

Deep learning: derivation of common activation functions

Experiment: unsupervised pre-training, dropout and representation learning

Foundations for deep learning

Foundations of deep learning

Democratising Artificial Intelligence

Learning Lagrangians from Data

The coordination problem

Are wheels optimal for locomotion?

The case for compulsory public service