Evolution is a slow algorithm, but it had access to an absurd amount of compute (all neuronal organic matter on Earth) and environment simulation (all of physical reality on Earth) when discovering us; so the discovery of the algorithms/architectures/principles in our heads shouldn't be viewed as trivial.
@Darmani Can you think of any ways traditional program synthesis techniques could be combined with machine learning to perform #2? Assume your system has access to a large amount of practice problems/solutions to train with.
According to this paper https://arxiv.org/pdf/1606.06565.pdf, OpenAI (John Schulman and Paul Christiano) explicitly indicate interest in researching transparency and strongly support work on fairness.
usually zero padding is used; a max_input_length is set somewhere in the code and a number of zeros equal to (max_input_ length - actual_number_of_words_in_input) is appended to the array of input word_ids so that all input sentences have the same length.
Was his cerebral hemorrhage a sudden/unpredictable death? If not, I'm surprised he didn't first relocate to cooperative hospice care in Scottsdale near Alcor to cryopreserve himself before damage became (possibly) irreversible.
I think Facebook has staying power because they're the first social network to have made serious AI/ML investments. They'll be able to project user's likes back at them better than anyone else.
Nature should just use targeted advertising to make their journals free, similar to the way google/facebook make their services free using targeted ads.